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Posted to commits@hivemall.apache.org by my...@apache.org on 2021/04/22 12:26:23 UTC
[incubator-hivemall-site] branch asf-site updated: Update docs
This is an automated email from the ASF dual-hosted git repository.
myui pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/incubator-hivemall-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 9fcc339 Update docs
9fcc339 is described below
commit 9fcc339681b6391f92dc2156fc3ebfdebecaf339
Author: Makoto Yui <my...@apache.org>
AuthorDate: Thu Apr 22 21:26:05 2021 +0900
Update docs
---
userguide/anomaly/changefinder.html | 29 ++++++--
userguide/anomaly/lof.html | 29 ++++++--
userguide/anomaly/sst.html | 29 ++++++--
userguide/binaryclass/a9a.html | 29 ++++++--
userguide/binaryclass/a9a_dataset.html | 29 ++++++--
userguide/binaryclass/a9a_generic.html | 29 ++++++--
userguide/binaryclass/a9a_lr.html | 29 ++++++--
userguide/binaryclass/a9a_minibatch.html | 29 ++++++--
userguide/binaryclass/criteo.html | 29 ++++++--
userguide/binaryclass/criteo_dataset.html | 29 ++++++--
userguide/binaryclass/criteo_ffm.html | 29 ++++++--
userguide/binaryclass/general.html | 29 ++++++--
userguide/binaryclass/kdd2010a.html | 29 ++++++--
userguide/binaryclass/kdd2010a_dataset.html | 29 ++++++--
userguide/binaryclass/kdd2010a_scw.html | 29 ++++++--
userguide/binaryclass/kdd2010b.html | 29 ++++++--
userguide/binaryclass/kdd2010b_arow.html | 29 ++++++--
userguide/binaryclass/kdd2010b_dataset.html | 29 ++++++--
userguide/binaryclass/news20.html | 29 ++++++--
userguide/binaryclass/news20_adagrad.html | 31 ++++++---
userguide/binaryclass/news20_dataset.html | 29 ++++++--
userguide/binaryclass/news20_generic.html | 31 ++++++---
userguide/binaryclass/news20_generic_bagging.html | 2 +-
userguide/binaryclass/news20_pa.html | 29 ++++++--
userguide/binaryclass/news20_rf.html | 29 ++++++--
userguide/binaryclass/news20_scw.html | 29 ++++++--
userguide/binaryclass/news20b_xgboost.html | 29 ++++++--
userguide/binaryclass/titanic_rf.html | 29 ++++++--
userguide/binaryclass/webspam.html | 29 ++++++--
userguide/binaryclass/webspam_dataset.html | 29 ++++++--
userguide/binaryclass/webspam_scw.html | 29 ++++++--
userguide/clustering/lda.html | 29 ++++++--
userguide/clustering/plsa.html | 29 ++++++--
userguide/docker/getting_started.html | 29 ++++++--
userguide/eval/auc.html | 29 ++++++--
userguide/eval/binary_classification_measures.html | 29 ++++++--
userguide/eval/datagen.html | 29 ++++++--
userguide/eval/lr_datagen.html | 29 ++++++--
.../eval/multilabel_classification_measures.html | 29 ++++++--
userguide/eval/rank.html | 29 ++++++--
userguide/eval/regression.html | 29 ++++++--
userguide/ft_engineering/binarize.html | 29 ++++++--
userguide/ft_engineering/binning.html | 29 ++++++--
userguide/ft_engineering/bm25.html | 29 ++++++--
userguide/ft_engineering/ft_trans.html | 29 ++++++--
userguide/ft_engineering/hashing.html | 29 ++++++--
userguide/ft_engineering/onehot.html | 29 ++++++--
userguide/ft_engineering/pairing.html | 29 ++++++--
userguide/ft_engineering/polynomial.html | 29 ++++++--
userguide/ft_engineering/quantify.html | 29 ++++++--
userguide/ft_engineering/scaling.html | 29 ++++++--
userguide/ft_engineering/selection.html | 29 ++++++--
userguide/ft_engineering/term_vector.html | 29 ++++++--
userguide/ft_engineering/tfidf.html | 29 ++++++--
userguide/ft_engineering/vectorization.html | 29 ++++++--
userguide/geospatial/latlon.html | 29 ++++++--
userguide/getting_started/index.html | 29 ++++++--
userguide/getting_started/input-format.html | 29 ++++++--
userguide/getting_started/installation.html | 29 ++++++--
userguide/getting_started/permanent-functions.html | 29 ++++++--
userguide/index.html | 2 +-
userguide/misc/approx.html | 29 ++++++--
userguide/misc/funcs.html | 57 ++++++++++++---
userguide/misc/generic_funcs.html | 81 +++++++++++++++-------
userguide/misc/tokenizer.html | 69 ++++++++++++------
userguide/misc/topk.html | 29 ++++++--
userguide/multiclass/iris.html | 29 ++++++--
userguide/multiclass/iris_dataset.html | 29 ++++++--
userguide/multiclass/iris_randomforest.html | 29 ++++++--
userguide/multiclass/iris_scw.html | 29 ++++++--
userguide/multiclass/iris_xgboost.html | 29 ++++++--
userguide/multiclass/news20.html | 29 ++++++--
userguide/multiclass/news20_dataset.html | 29 ++++++--
userguide/multiclass/news20_ensemble.html | 29 ++++++--
userguide/multiclass/news20_one-vs-the-rest.html | 29 ++++++--
.../multiclass/news20_one-vs-the-rest_dataset.html | 29 ++++++--
userguide/multiclass/news20_pa.html | 29 ++++++--
userguide/multiclass/news20_scw.html | 29 ++++++--
userguide/multiclass/news20_xgboost.html | 29 ++++++--
userguide/recommend/cf.html | 29 ++++++--
userguide/recommend/item_based_cf.html | 29 ++++++--
userguide/recommend/movielens.html | 29 ++++++--
userguide/recommend/movielens_cf.html | 29 ++++++--
userguide/recommend/movielens_cv.html | 29 ++++++--
userguide/recommend/movielens_dataset.html | 29 ++++++--
userguide/recommend/movielens_fm.html | 29 ++++++--
userguide/recommend/movielens_mf.html | 29 ++++++--
userguide/recommend/movielens_slim.html | 29 ++++++--
userguide/recommend/news20.html | 29 ++++++--
userguide/recommend/news20_bbit_minhash.html | 29 ++++++--
userguide/recommend/news20_jaccard.html | 29 ++++++--
userguide/recommend/news20_knn.html | 29 ++++++--
userguide/regression/e2006.html | 29 ++++++--
userguide/regression/e2006_arow.html | 29 ++++++--
userguide/regression/e2006_dataset.html | 29 ++++++--
userguide/regression/e2006_generic.html | 29 ++++++--
userguide/regression/e2006_xgboost.html | 29 ++++++--
userguide/regression/general.html | 29 ++++++--
userguide/regression/kddcup12tr2.html | 29 ++++++--
userguide/regression/kddcup12tr2_adagrad.html | 29 ++++++--
userguide/regression/kddcup12tr2_dataset.html | 29 ++++++--
userguide/regression/kddcup12tr2_lr.html | 29 ++++++--
userguide/regression/kddcup12tr2_lr_amplify.html | 29 ++++++--
userguide/search_index.json | 2 +-
userguide/spark/binaryclass/a9a_sql.html | 29 ++++++--
userguide/spark/binaryclass/index.html | 29 ++++++--
userguide/spark/getting_started/installation.html | 29 ++++++--
userguide/spark/regression/e2006_sql.html | 29 ++++++--
userguide/supervised_learning/prediction.html | 29 ++++++--
userguide/supervised_learning/tutorial.html | 29 ++++++--
userguide/tips/addbias.html | 29 ++++++--
userguide/tips/emr.html | 29 ++++++--
userguide/tips/ensemble_learning.html | 29 ++++++--
userguide/tips/general_tips.html | 29 ++++++--
userguide/tips/hadoop_tuning.html | 29 ++++++--
userguide/tips/index.html | 29 ++++++--
userguide/tips/mixserver.html | 29 ++++++--
userguide/tips/rand_amplify.html | 29 ++++++--
userguide/tips/rowid.html | 29 ++++++--
userguide/tips/rt_prediction.html | 29 ++++++--
userguide/troubleshooting/asterisk.html | 29 ++++++--
userguide/troubleshooting/index.html | 29 ++++++--
userguide/troubleshooting/mapjoin_classcastex.html | 29 ++++++--
userguide/troubleshooting/mapjoin_task_error.html | 29 ++++++--
userguide/troubleshooting/num_mappers.html | 29 ++++++--
userguide/troubleshooting/oom.html | 29 ++++++--
126 files changed, 2797 insertions(+), 900 deletions(-)
diff --git a/userguide/anomaly/changefinder.html b/userguide/anomaly/changefinder.html
index e8b2424..08d429b 100644
--- a/userguide/anomaly/changefinder.html
+++ b/userguide/anomaly/changefinder.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2617,7 +2632,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"ChangeFinder: Detecting Outlier and Change-Point Simultaneously","level":"10.3","depth":1,"next":{"title":"Latent Dirichlet Allocation","level":"11.1","depth":1,"path":"clustering/lda.md","ref":"clustering/lda.md","articles":[]},"previous":{"title":"Change-Point Detection using Singular Spectrum Transformation (SST)","level":"10.2","depth":1,"path":"anomaly/sst.md","ref":"anomaly/sst.md","articles":[]},"dir":"ltr"},"config":{"plugins" [...]
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diff --git a/userguide/anomaly/lof.html b/userguide/anomaly/lof.html
index 6b99268..0a4e37a 100644
--- a/userguide/anomaly/lof.html
+++ b/userguide/anomaly/lof.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2595,7 +2610,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"next":{"title":"Change-Point Detection using Singular Spectrum Transformation (SST)","level":"10.2","depth":1,"path":"anomaly/sst.md","ref":"anomaly/sst.md","articles":[]},"previous":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"path":"recommend/movielens_cv.md","ref":"recommend/movielens_cv.md","articles":[]},"dir":"l [...]
+ gitbook.page.hasChanged({"page":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"next":{"title":"Change-Point Detection using Singular Spectrum Transformation (SST)","level":"10.2","depth":1,"path":"anomaly/sst.md","ref":"anomaly/sst.md","articles":[]},"previous":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"path":"recommend/movielens_cv.md","ref":"recommend/movielens_cv.md","articles":[]},"dir":"l [...]
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</div>
diff --git a/userguide/anomaly/sst.html b/userguide/anomaly/sst.html
index 2e6561e..f93c273 100644
--- a/userguide/anomaly/sst.html
+++ b/userguide/anomaly/sst.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2603,7 +2618,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/a9a.html b/userguide/binaryclass/a9a.html
index b0947fd..a0e2fab 100644
--- a/userguide/binaryclass/a9a.html
+++ b/userguide/binaryclass/a9a.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
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<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/a9a_dataset.html b/userguide/binaryclass/a9a_dataset.html
index a1b91ff..0ad29a2 100644
--- a/userguide/binaryclass/a9a_dataset.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2456,7 +2471,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.2.1","depth":2,"next":{"title":"General Binary Classifier","level":"6.2.2","depth":2,"path":"binaryclass/a9a_generic.md","ref":"binaryclass/a9a_generic.md","articles":[]},"previous":{"title":"a9a Tutorial","level":"6.2","depth":1,"path":"binaryclass/a9a.md","ref":"binaryclass/a9a.md","articles":[{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a [...]
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diff --git a/userguide/binaryclass/a9a_generic.html b/userguide/binaryclass/a9a_generic.html
index 7dc9d3a..301b1c0 100644
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</li>
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+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
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<a href="news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
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</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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</li>
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+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
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<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
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</li>
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+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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<script>
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gitbook.push(function() {
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--- a/userguide/binaryclass/criteo.html
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</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2427,7 +2442,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/criteo_dataset.html b/userguide/binaryclass/criteo_dataset.html
index 47911ba..411d7fe 100644
--- a/userguide/binaryclass/criteo_dataset.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2489,7 +2504,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2723,7 +2738,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/general.html b/userguide/binaryclass/general.html
index b94b322..e1576d1 100644
--- a/userguide/binaryclass/general.html
+++ b/userguide/binaryclass/general.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2532,7 +2547,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/kdd2010a.html b/userguide/binaryclass/kdd2010a.html
index dcfbeb5..454e457 100644
--- a/userguide/binaryclass/kdd2010a.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/kdd2010a_dataset.html b/userguide/binaryclass/kdd2010a_dataset.html
index 64cadd0..14381c5 100644
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
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AdaGradRDA, AdaGrad, AdaDelta
</a>
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<a href="news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
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</li>
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<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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</li>
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- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
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<a href="news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
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</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2626,7 +2641,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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diff --git a/userguide/binaryclass/kdd2010b.html b/userguide/binaryclass/kdd2010b.html
index 78e743f..9bb949b 100644
--- a/userguide/binaryclass/kdd2010b.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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gitbook.push(function() {
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--- a/userguide/binaryclass/kdd2010b_arow.html
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</li>
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+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
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+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2472,7 +2487,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/kdd2010b_dataset.html b/userguide/binaryclass/kdd2010b_dataset.html
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--- a/userguide/binaryclass/kdd2010b_dataset.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2477,7 +2492,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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--- a/userguide/binaryclass/news20.html
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</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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--- a/userguide/binaryclass/news20_adagrad.html
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<link rel="next" href="news20_rf.html" />
- <link rel="prev" href="news20_generic.html" />
+ <link rel="prev" href="news20_generic_bagging.html" />
</head>
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter active" data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter active" data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2587,7 +2602,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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--- a/userguide/binaryclass/news20_dataset.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2495,7 +2510,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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<link rel="shortcut icon" href="../gitbook/images/favicon.ico" type="image/x-icon">
- <link rel="next" href="news20_adagrad.html" />
+ <link rel="next" href="news20_generic_bagging.html" />
<link rel="prev" href="news20_scw.html" />
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</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2487,7 +2502,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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index f9ddc4f..587d59f 100644
--- a/userguide/binaryclass/news20_generic_bagging.html
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<script>
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diff --git a/userguide/binaryclass/news20_pa.html b/userguide/binaryclass/news20_pa.html
index 7c53b28..57648af 100644
--- a/userguide/binaryclass/news20_pa.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2607,7 +2622,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/news20_rf.html b/userguide/binaryclass/news20_rf.html
index 8386cfa..f43e1e7 100644
--- a/userguide/binaryclass/news20_rf.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter active" data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter active" data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2496,7 +2511,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/news20_scw.html b/userguide/binaryclass/news20_scw.html
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--- a/userguide/binaryclass/news20_scw.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2657,7 +2672,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/binaryclass/news20b_xgboost.html b/userguide/binaryclass/news20b_xgboost.html
index 1a6cedd..acd6cb2 100644
--- a/userguide/binaryclass/news20b_xgboost.html
+++ b/userguide/binaryclass/news20b_xgboost.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter active" data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter active" data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2782,7 +2797,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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--- a/userguide/binaryclass/titanic_rf.html
+++ b/userguide/binaryclass/titanic_rf.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2808,7 +2823,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Kaggle Titanic Tutorial","level":"6.7","depth":1,"next":{"title":"Criteo Tutorial","level":"6.8","depth":1,"path":"binaryclass/criteo.md","ref":"binaryclass/criteo.md","articles":[{"title":"Data Preparation","level":"6.8.1","depth":2,"path":"binaryclass/criteo_dataset.md","ref":"binaryclass/criteo_dataset.md","articles":[]},{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"path":"binaryclass/criteo_ffm.md","ref" [...]
+ gitbook.page.hasChanged({"page":{"title":"Kaggle Titanic Tutorial","level":"6.7","depth":1,"next":{"title":"Criteo Tutorial","level":"6.8","depth":1,"path":"binaryclass/criteo.md","ref":"binaryclass/criteo.md","articles":[{"title":"Data Preparation","level":"6.8.1","depth":2,"path":"binaryclass/criteo_dataset.md","ref":"binaryclass/criteo_dataset.md","articles":[]},{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"path":"binaryclass/criteo_ffm.md","ref" [...]
});
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diff --git a/userguide/binaryclass/webspam.html b/userguide/binaryclass/webspam.html
index 40cc746..a4f8a85 100644
--- a/userguide/binaryclass/webspam.html
+++ b/userguide/binaryclass/webspam.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Webspam Tutorial","level":"6.6","depth":1,"next":{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"previous":{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","c [...]
+ gitbook.page.hasChanged({"page":{"title":"Webspam Tutorial","level":"6.6","depth":1,"next":{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"previous":{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts"," [...]
});
</script>
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diff --git a/userguide/binaryclass/webspam_dataset.html b/userguide/binaryclass/webspam_dataset.html
index 8dd1b64..b9e171d 100644
--- a/userguide/binaryclass/webspam_dataset.html
+++ b/userguide/binaryclass/webspam_dataset.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="news20_generic_bagging.html">
- <a href="news20_adagrad.html">
+ <a href="news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="news20_adagrad.html">
+
+ <a href="news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="news20_rf.html">
<a href="news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="news20b_xgboost.html">
<a href="news20b_xgboost.html">
- <b>6.3.7.</b>
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<b>6.3.5.</b>
+ Baggnig classiers
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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<b>6.3.5.</b>
+ Baggnig classiers
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+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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<b>6.3.5.</b>
+ Baggnig classiers
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+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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<b>6.3.5.</b>
+ Baggnig classiers
+
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+
+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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<b>6.3.5.</b>
+ Baggnig classiers
+
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+
+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
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+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
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+
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+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
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+
+
+
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+
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+
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+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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<a href="../binaryclass/news20_rf.html">
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Random Forest
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<a href="../binaryclass/news20b_xgboost.html">
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
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</li>
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
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XGBoost
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index ab58b92..fb1bf87 100644
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</li>
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
@@ -1166,12 +1181,12 @@
</li>
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2861,7 +2876,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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index 189fea9..0e55a4e 100644
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2488,7 +2503,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/ft_engineering/binarize.html b/userguide/ft_engineering/binarize.html
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</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2532,7 +2547,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/ft_engineering/binning.html b/userguide/ft_engineering/binning.html
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</li>
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+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2825,7 +2840,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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diff --git a/userguide/ft_engineering/bm25.html b/userguide/ft_engineering/bm25.html
index 7b62f38..f9ce7a4 100644
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2622,7 +2637,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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diff --git a/userguide/ft_engineering/ft_trans.html b/userguide/ft_engineering/ft_trans.html
index ec81b3a..0107368 100644
--- a/userguide/ft_engineering/ft_trans.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/ft_engineering/hashing.html b/userguide/ft_engineering/hashing.html
index 597f40d..a5a47bd 100644
--- a/userguide/ft_engineering/hashing.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2554,7 +2569,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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index e3595a0..7844a82 100644
--- a/userguide/ft_engineering/onehot.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2725,7 +2740,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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diff --git a/userguide/ft_engineering/pairing.html b/userguide/ft_engineering/pairing.html
index 076343b..af80bdf 100644
--- a/userguide/ft_engineering/pairing.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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</li>
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2474,7 +2489,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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index c972a5f..f6cacc5 100644
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2574,7 +2589,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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diff --git a/userguide/ft_engineering/scaling.html b/userguide/ft_engineering/scaling.html
index 45adec4..23fac0d 100644
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2535,7 +2550,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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gitbook.push(function() {
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diff --git a/userguide/ft_engineering/selection.html b/userguide/ft_engineering/selection.html
index ece50bf..283de2f 100644
--- a/userguide/ft_engineering/selection.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2633,7 +2648,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/ft_engineering/term_vector.html b/userguide/ft_engineering/term_vector.html
index 1de9a82..3563dda 100644
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2428,7 +2443,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/ft_engineering/tfidf.html b/userguide/ft_engineering/tfidf.html
index 1849b9b..33bd652 100644
--- a/userguide/ft_engineering/tfidf.html
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2567,7 +2582,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
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+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
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+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
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+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
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Random Forest
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2459,7 +2474,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/misc/approx.html b/userguide/misc/approx.html
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</li>
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
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Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2411,6 +2426,7 @@
<li><a href="#decision-trees-and-randomforest">Decision trees and RandomForest</a></li>
<li><a href="#xgboost">XGBoost</a></li>
<li><a href="#term-vector-model">Term Vector Model</a></li>
+<li><a href="#nlp">NLP</a></li>
<li><a href="#others">Others</a></li>
</ul>
@@ -2552,7 +2568,7 @@ Reference: <a href="https://papers.nips.cc/paper/3848-adaptive-regularization-of
<ul>
<li><p><code>bprmf_predict(List<Float> Pu, List<Float> Qi[, double Bi])</code> - Returns the prediction value</p>
</li>
-<li><p><code>mf_predict(List<Float> Pu, List<Float> Qi[, double Bu, double Bi[, double mu]])</code> - Returns the prediction value</p>
+<li><p><code>mf_predict(array<double> Pu, array<double> Qi[, double Bu, double Bi[, double mu]])</code> - Returns the prediction value</p>
</li>
<li><p><code>train_bprmf(INT user, INT posItem, INT negItem [, String options])</code> - Returns a relation <INT i, FLOAT Pi, FLOAT Qi [, FLOAT Bi]></p>
</li>
@@ -3387,6 +3403,29 @@ limit 100;
</li>
<li><p><code>tf(string text)</code> - Return a term frequency in <string, float></p>
</li>
+<li><p><code>tfidf(double termFrequency, long numDocs, const long totalNumDocs)</code> - Return a smoothed TFIDF score in double.</p>
+</li>
+</ul>
+<h1 id="nlp">NLP</h1>
+<ul>
+<li><p><code>stoptags_exclude(array<string> excludeTags, [, const string lang='ja'])</code> - Returns stoptags excluding given tags</p>
+<pre><code class="lang-sql"><span class="hljs-keyword">SELECT</span> stoptags_exclude(<span class="hljs-built_in">array</span>(<span class="hljs-string">'名詞-固有名詞'</span>, <span class="hljs-string">'形容詞'</span>))
+</code></pre>
+</li>
+<li><p><code>tokenize_cn(String line [, const list<string> stopWords])</code> - returns tokenized strings in array<string></p>
+</li>
+<li><p><code>tokenize_ja(String line [, const string mode = "normal", const array<string> stopWords, const array<string> stopTags, const array<string> userDict (or string userDictURL)</code>]) - returns tokenized strings in array<string></p>
+<pre><code class="lang-sql">select tokenize_ja("kuromojiを使った分かち書きのテストです。第二引数にはnormal/search/extendedを指定できます。デフォルトではnormalモードです。");
+
+> ["kuromoji","使う","分かち書き","テスト","第","二","引数","normal","search","extended","指定","デフォルト","normal"," モード"]
+</code></pre>
+</li>
+<li><p><code>tokenize_ja_neologd(String line [, const string mode = "normal", const array<string> stopWords, const array<string> stopTags, const array<string> userDict (or string userDictURL)</code>]) - returns tokenized strings in array<string></p>
+<pre><code class="lang-sql">select tokenize_ja_neologd("kuromojiを使った分かち書きのテストです。第二引数にはnormal/search/extendedを指定できます。デフォルトではnormalモードです。");
+
+> ["kuromoji","使う","分かち書き","テスト","第","二","引数","normal","search","extended","指定","デフォルト","normal"," モード"]
+</code></pre>
+</li>
</ul>
<h1 id="others">Others</h1>
<ul>
@@ -3402,6 +3441,8 @@ limit 100;
</li>
<li><p><code>tf(string text)</code> - Return a term frequency in <string, float></p>
</li>
+<li><p><code>tfidf(double termFrequency, long numDocs, const long totalNumDocs)</code> - Return a smoothed TFIDF score in double.</p>
+</li>
</ul>
<p><div id="page-footer" class="localized-footer"><hr><!--
Licensed to the Apache Software Foundation (ASF) under one
@@ -3458,7 +3499,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"List of Functions","level":"1.3","depth":1,"next":{"title":"Tips for Effective Hivemall","level":"1.4","depth":1,"path":"tips/README.md","ref":"tips/README.md","articles":[{"title":"Explicit add_bias() for better prediction","level":"1.4.1","depth":2,"path":"tips/addbias.md","ref":"tips/addbias.md","articles":[]},{"title":"Use rand_amplify() to better prediction results","level":"1.4.2","depth":2,"path":"tips/rand_amplify.md","ref":"t [...]
+ gitbook.page.hasChanged({"page":{"title":"List of Functions","level":"1.3","depth":1,"next":{"title":"Tips for Effective Hivemall","level":"1.4","depth":1,"path":"tips/README.md","ref":"tips/README.md","articles":[{"title":"Explicit add_bias() for better prediction","level":"1.4.1","depth":2,"path":"tips/addbias.md","ref":"tips/addbias.md","articles":[]},{"title":"Use rand_amplify() to better prediction results","level":"1.4.2","depth":2,"path":"tips/rand_amplify.md","ref":"t [...]
});
</script>
</div>
diff --git a/userguide/misc/generic_funcs.html b/userguide/misc/generic_funcs.html
index 253f035..9e1c4e8 100644
--- a/userguide/misc/generic_funcs.html
+++ b/userguide/misc/generic_funcs.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2702,33 +2717,41 @@ SELECT arange(-1, -6, 2);
</code></pre>
</li>
<li><p><code>to_ordered_list(PRIMITIVE value [, PRIMITIVE key, const string options])</code> - Return list of values sorted by value itself or specific key</p>
-<pre><code class="lang-sql">WITH t as (
+<pre><code class="lang-sql">WITH data as (
<span class="hljs-keyword">SELECT</span> <span class="hljs-number">5</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'apple'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span>
<span class="hljs-keyword">UNION</span> ALL
<span class="hljs-keyword">SELECT</span> <span class="hljs-number">3</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'banana'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span>
<span class="hljs-keyword">UNION</span> ALL
<span class="hljs-keyword">SELECT</span> <span class="hljs-number">4</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'candy'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span>
<span class="hljs-keyword">UNION</span> ALL
- <span class="hljs-keyword">SELECT</span> <span class="hljs-number">2</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'donut'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span>
+ <span class="hljs-keyword">SELECT</span> <span class="hljs-number">1</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'donut'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span>
+ <span class="hljs-keyword">UNION</span> ALL
+ <span class="hljs-keyword">SELECT</span> <span class="hljs-number">2</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'egg'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span>
<span class="hljs-keyword">UNION</span> ALL
- <span class="hljs-keyword">SELECT</span> <span class="hljs-number">3</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'egg'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span>
+ <span class="hljs-keyword">SELECT</span> <span class="hljs-number">4</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">key</span>, <span class="hljs-string">'candy'</span> <span class="hljs-keyword">as</span> <span class="hljs-keyword">value</span> <span class="hljs-comment">-- both key and value duplicates</span>
)
-<span class="hljs-keyword">SELECT</span> <span class="hljs-comment">-- expected output</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-reverse'</span>), <span class="hljs-comment">-- [apple, candy, (banana, egg | egg, banana), donut] (reverse order)</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2'</span>), <span class="hljs-comment">-- [apple, candy] (top-k)</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 100'</span>), <span class="hljs-comment">-- [apple, candy, (banana, egg | egg, banana), dunut]</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2 -reverse'</span>), <span class="hljs-comment">-- [donut, (banana | egg)] (reverse top-k = tail-k)</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>), <span class="hljs-comment">-- [donut, (banana, egg | egg, banana), candy, apple] (natural order)</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2'</span>), <span class="hljs-comment">-- [donut, (banana | egg)] (tail-k)</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -100'</span>), <span class="hljs-comment">-- [donut, (banana, egg | egg, banana), candy, apple]</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2 -reverse'</span>), <span class="hljs-comment">-- [apple, candy] (reverse tail-k = top-k)</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-string">'-k 2'</span>), <span class="hljs-comment">-- [egg, donut] (alphabetically)</span>
- to_ordered_list(<span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2 -reverse'</span>), <span class="hljs-comment">-- [5, 4] (top-2 keys)</span>
- to_ordered_list(<span class="hljs-keyword">key</span>), <span class="hljs-comment">-- [2, 3, 3, 4, 5] (natural ordered keys)</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2 -kv_map'</span>), <span class="hljs-comment">-- {4:"candy",5:"apple"}</span>
- to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2 -vk_map'</span>) <span class="hljs-comment">-- {"candy":4,"apple":5}</span>
+<span class="hljs-keyword">SELECT</span> <span class="hljs-comment">-- expected output</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-reverse'</span>), <span class="hljs-comment">-- [apple, candy, candy, (banana, egg | egg, banana), donut] (reverse order)</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2'</span>), <span class="hljs-comment">-- [apple, candy] (top-k)</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 100'</span>), <span class="hljs-comment">-- [apple, candy, candy, (banana, egg | egg, banana), dunut]</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2 -reverse'</span>), <span class="hljs-comment">-- [donut, (banana | egg)] (reverse top-k = tail-k)</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>), <span class="hljs-comment">-- [donut, (banana, egg | egg, banana), candy, candy, apple] (natural order)</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2'</span>), <span class="hljs-comment">-- [donut, (banana | egg)] (tail-k)</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -100'</span>), <span class="hljs-comment">-- [donut, (banana, egg | egg, banana), candy, candy, apple]</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2 -reverse'</span>), <span class="hljs-comment">-- [apple, candy] (reverse tail-k = top-k)</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-string">'-k 2'</span>), <span class="hljs-comment">-- [egg, donut] (alphabetically)</span>
+ to_ordered_list(<span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2 -reverse'</span>), <span class="hljs-comment">-- [5, 4] (top-2 keys)</span>
+ to_ordered_list(<span class="hljs-keyword">key</span>), <span class="hljs-comment">-- [1, 2, 3, 4, 4, 5] (natural ordered keys)</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2 -kv_map'</span>), <span class="hljs-comment">-- {5:"apple",4:"candy"}</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 2 -vk_map'</span>), <span class="hljs-comment">-- {"apple":5,"candy":4}</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2 -kv_map'</span>), <span class="hljs-comment">-- {1:"donut",2:"egg"}</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k -2 -vk_map'</span>), <span class="hljs-comment">-- {"donut":1,"egg":2}</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 4 -dedup -vk_map'</span>), <span class="hljs-comment">-- {"apple":5,"candy":4,"banana":3,"egg":2}</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 4 -vk_map'</span>), <span class="hljs-comment">-- {"apple":5,"candy":4,"banana":3}</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 4 -dedup'</span>), <span class="hljs-comment">-- ["apple","candy","banana","egg"]</span>
+ to_ordered_list(<span class="hljs-keyword">value</span>, <span class="hljs-keyword">key</span>, <span class="hljs-string">'-k 4'</span>) <span class="hljs-comment">-- ["apple","candy","candy","banana"]</span>
<span class="hljs-keyword">FROM</span>
- t
+ <span class="hljs-keyword">data</span>
</code></pre>
</li>
</ul>
@@ -3156,6 +3179,14 @@ NaN true
["machine","machine learning","learning","learning is","is","is fun","fun"]
</code></pre>
</li>
+<li><p><code>str_contains(string query, array<string> searchTerms [, boolean orQuery=false])</code> - Returns true if the given query contains search terms</p>
+<pre><code class="lang-sql">select
+ str_contains('There are apple and orange', array('apple')), -- or=false
+ str_contains('There are apple and orange', array('apple', 'banana'), true), -- or=true
+ str_contains('There are apple and orange', array('apple', 'banana'), false); -- or=false
+> true, true, false
+</code></pre>
+</li>
</ul>
<h1 id="timeseries">Timeseries</h1>
<ul>
@@ -3279,7 +3310,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"List of Generic Hivemall Functions","level":"2.1","depth":1,"next":{"title":"Efficient Top-K Query Processing","level":"2.2","depth":1,"path":"misc/topk.md","ref":"misc/topk.md","articles":[]},"previous":{"title":"Map-side join causes ClassCastException on Tez","level":"1.6.5","depth":2,"path":"troubleshooting/mapjoin_classcastex.md","ref":"troubleshooting/mapjoin_classcastex.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme [...]
+ gitbook.page.hasChanged({"page":{"title":"List of Generic Hivemall Functions","level":"2.1","depth":1,"next":{"title":"Efficient Top-K Query Processing","level":"2.2","depth":1,"path":"misc/topk.md","ref":"misc/topk.md","articles":[]},"previous":{"title":"Map-side join causes ClassCastException on Tez","level":"1.6.5","depth":2,"path":"troubleshooting/mapjoin_classcastex.md","ref":"troubleshooting/mapjoin_classcastex.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme [...]
});
</script>
</div>
diff --git a/userguide/misc/tokenizer.html b/userguide/misc/tokenizer.html
index f076362..8c29133 100644
--- a/userguide/misc/tokenizer.html
+++ b/userguide/misc/tokenizer.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2389,18 +2404,30 @@
<pre><code class="lang-sql">tokenize(text input, optional boolean toLowerCase = false)
</code></pre>
<h1 id="tokenizer-for-non-english-texts">Tokenizer for Non-English Texts</h1>
-<p>Hivemall-NLP module provides some Non-English Text tokenizer UDFs as follows.</p>
-<p>First of all, you need to issue the following DDLs to use the NLP module. Note NLP module is not included in <code>hivemall-with-dependencies.jar</code>.</p>
-<blockquote>
-<p>add jar /path/to/hivemall-nlp-xxx-with-dependencies.jar;</p>
-<p>source /path/to/define-additional.hive;</p>
-</blockquote>
<h2 id="japanese-tokenizer">Japanese Tokenizer</h2>
<p>Japanese text tokenizer UDF uses <a href="https://github.com/atilika/kuromoji" target="_blank">Kuromoji</a>. </p>
<p>The signature of the UDF is as follows:</p>
-<pre><code class="lang-sql">tokenize_ja(text input, optional const text mode = "normal", optional const array<string> stopWords, const array<string> stopTags, const array<string> userDict)
+<pre><code class="lang-sql">-- uses Kuromoji default dictionary by the default
+tokenize_ja(text input, optional const text mode = "normal", optional const array<string> stopWords, const array<string> stopTags, const array<string> userDict)
+
+-- tokenize_ja_neologd uses mecab-ipa-neologd for it's dictionary.
+tokenize_ja_neologd(text input, optional const text mode = "normal", optional const array<string> stopWords, const array<string> stopTags, const array<string> userDict)
+</code></pre>
+<div class="panel panel-primary"><div class="panel-heading"><h3 class="panel-title" id="note"><i class="fa fa-edit"></i> Note</h3></div><div class="panel-body"><p><code>tokenize_ja_neologd</code> returns tokenized strings in an array by using the NEologd dictionary. <a href="https://github.com/neologd/mecab-ipadic-neologd" target="_blank">mecab-ipadic-NEologd</a> is a customized system dictionary for MeCab inclucing new vocablaries extracted from many resources on the Web. </p></div></div>
+<p>See differences between with and without Neologd as follows:</p>
+<pre><code class="lang-sql">select tokenize_ja("彼女はペンパイナッポーアッポーペンと恋ダンスを踊った。");
+>["彼女","ペンパイナッポーアッポーペン","恋","ダンス","踊る"]
+
+select tokenize_ja_neologd("彼女はペンパイナッポーアッポーペンと恋ダンスを踊った。");
+> ["彼女","ペンパイナッポーアッポーペン","恋ダンス","踊る"]
+</code></pre>
+<p>You can print versions for Kuromoji UDFs as follows:</p>
+<pre><code class="lang-sql">select tokenize_ja();
+> ["8.8.2"]
+
+select tokenize_ja_neologd();
+> ["8.8.2-20200910.2"]
</code></pre>
-<div class="panel panel-primary"><div class="panel-heading"><h3 class="panel-title" id="note"><i class="fa fa-edit"></i> Note</h3></div><div class="panel-body"><p><code>tokenize_ja</code> is supported since Hivemall v0.4.1, and the fifth argument is supported since v0.5-rc.1 and later.</p></div></div>
<p>Its basic usage is as follows:</p>
<pre><code class="lang-sql"><span class="hljs-keyword">select</span> tokenize_ja(<span class="hljs-string">"kuromojiを使った分かち書きのテストです。第二引数にはnormal/search/extendedを指定できます。デフォルトではnormalモードです。 [...]
</code></pre>
@@ -2447,14 +2474,12 @@
</blockquote>
<p>Note that you can pass <code>null</code> to each of the third and fourth argument to explicitly use Kuromoji's <a href="https://github.com/apache/lucene-solr/blob/master/lucene/analysis/kuromoji/src/resources/org/apache/lucene/analysis/ja/stopwords.txt" target="_blank">default stop words</a> and <a href="https://github.com/apache/lucene-solr/blob/master/lucene/analysis/kuromoji/src/resources/org/apache/lucene/analysis/ja/stoptags.txt" target="_blank">stop tags</a>.</p>
<p>If you have a large custom dictionary as an external file, <code>userDict</code> can also be <code>const string userDictURL</code> which indicates URL of the external file on somewhere like Amazon S3:</p>
-<pre><code class="lang-sql"><span class="hljs-keyword">select</span> tokenize_ja(<span class="hljs-string">"日本経済新聞＆関西国際空港"</span>, <span class="hljs-string">"normal"</span>, <span class="hljs-literal">null</span>, <span class="hljs-literal">null</span>,
- <span class="hljs-string">"https://raw.githubusercontent.com/atilika/kuromoji/909fd6b32bf4e9dc86b7599de5c9b50ca8f004a1/kuromoji-core/src/test/resources/userdict.txt"</span>);
+<pre><code class="lang-sql">select tokenize_ja("日本経済新聞＆関西国際空港", "normal", null, null,
+ "https://raw.githubusercontent.com/atilika/kuromoji/909fd6b32bf4e9dc86b7599de5c9b50ca8f004a1/kuromoji-core/src/test/resources/userdict.txt");
+
+> ["日本","経済","新聞","関西","国際","空港"]
</code></pre>
-<blockquote>
-<p>["日本","経済","新聞","関西","国際","空港"]</p>
-</blockquote>
-<p>Dictionary SHOULD be accessible through http/https protocol. And, it SHOULD be compressed using gzip with <code>.gz</code> suffix because the maximum dictionary size is limited to 32MB and read timeout is set to 60 sec. Also, connection must be established in 10 sec.</p>
-<p>If you want to use HTTP Basic Authentication, please use the following form: <code>https://user:password@www.sitreurl.com/my_dict.txt.gz</code> (see Sec 3.1 of <a href="https://www.ietf.org/rfc/rfc1738.txt" target="_blank">rfc1738</a>)</p>
+<div class="panel panel-primary"><div class="panel-heading"><h3 class="panel-title" id="note"><i class="fa fa-edit"></i> Note</h3></div><div class="panel-body"><p>Dictionary SHOULD be accessible through http/https protocol. And, it SHOULD be compressed using gzip with <code>.gz</code> suffix because the maximum dictionary size is limited to 32MB and read timeout is set to 60 sec. Also, connection must be established in 10 sec.</p><p>If you want to use HTTP Basic Authentication, please us [...]
<p>For detailed APIs, please refer Javadoc of <a href="https://lucene.apache.org/core/5_3_1/analyzers-kuromoji/org/apache/lucene/analysis/ja/JapaneseAnalyzer.html" target="_blank">JapaneseAnalyzer</a> as well.</p>
<h2 id="part-of-speech">Part-of-speech</h2>
<p>From Hivemall v0.6.0, the second argument can also accept the following option format:</p>
@@ -2560,7 +2585,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Text Tokenizer","level":"2.3","depth":1,"next":{"title":"Approximate Aggregate Functions","level":"2.4","depth":1,"path":"misc/approx.md","ref":"misc/approx.md","articles":[]},"previous":{"title":"Efficient Top-K Query Processing","level":"2.2","depth":1,"path":"misc/topk.md","ref":"misc/topk.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters"," [...]
+ gitbook.page.hasChanged({"page":{"title":"Text Tokenizer","level":"2.3","depth":1,"next":{"title":"Approximate Aggregate Functions","level":"2.4","depth":1,"path":"misc/approx.md","ref":"misc/approx.md","articles":[]},"previous":{"title":"Efficient Top-K Query Processing","level":"2.2","depth":1,"path":"misc/topk.md","ref":"misc/topk.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","toggle-chapters","anchorjs", [...]
});
</script>
</div>
diff --git a/userguide/misc/topk.html b/userguide/misc/topk.html
index 8c1f91a..58f3367 100644
--- a/userguide/misc/topk.html
+++ b/userguide/misc/topk.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -3213,7 +3228,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Efficient Top-K Query Processing","level":"2.2","depth":1,"next":{"title":"Text Tokenizer","level":"2.3","depth":1,"path":"misc/tokenizer.md","ref":"misc/tokenizer.md","articles":[]},"previous":{"title":"List of Generic Hivemall Functions","level":"2.1","depth":1,"path":"misc/generic_funcs.md","ref":"misc/generic_funcs.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","ca [...]
+ gitbook.page.hasChanged({"page":{"title":"Efficient Top-K Query Processing","level":"2.2","depth":1,"next":{"title":"Text Tokenizer","level":"2.3","depth":1,"path":"misc/tokenizer.md","ref":"misc/tokenizer.md","articles":[]},"previous":{"title":"List of Generic Hivemall Functions","level":"2.1","depth":1,"path":"misc/generic_funcs.md","ref":"misc/generic_funcs.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","t [...]
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diff --git a/userguide/multiclass/iris.html b/userguide/multiclass/iris.html
index 6bbf011..695a9c3 100644
--- a/userguide/multiclass/iris.html
+++ b/userguide/multiclass/iris.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Iris Tutorial","level":"7.2","depth":1,"next":{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},"previous":{"title":"one-vs-the-rest Classifier","level":"7.1.7","depth":2,"path":"multiclass/news20_one-vs-the-rest.md","ref":"multiclass/news20_one-vs-the-rest.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","spl [...]
+ gitbook.page.hasChanged({"page":{"title":"Iris Tutorial","level":"7.2","depth":1,"next":{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},"previous":{"title":"one-vs-the-rest Classifier","level":"7.1.7","depth":2,"path":"multiclass/news20_one-vs-the-rest.md","ref":"multiclass/news20_one-vs-the-rest.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","spl [...]
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diff --git a/userguide/multiclass/iris_dataset.html b/userguide/multiclass/iris_dataset.html
index 4fe580d..6c4e6ec 100644
--- a/userguide/multiclass/iris_dataset.html
+++ b/userguide/multiclass/iris_dataset.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2542,7 +2557,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Data preparation","level":"7.2.1","depth":2,"next":{"title":"SCW","level":"7.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},"previous":{"title":"Iris Tutorial","level":"7.2","depth":1,"path":"multiclass/iris.md","ref":"multiclass/iris.md","articles":[{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},{ [...]
+ gitbook.page.hasChanged({"page":{"title":"Data preparation","level":"7.2.1","depth":2,"next":{"title":"SCW","level":"7.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},"previous":{"title":"Iris Tutorial","level":"7.2","depth":1,"path":"multiclass/iris.md","ref":"multiclass/iris.md","articles":[{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},{ [...]
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diff --git a/userguide/multiclass/iris_randomforest.html b/userguide/multiclass/iris_randomforest.html
index 3eee80e..49e258c 100644
--- a/userguide/multiclass/iris_randomforest.html
+++ b/userguide/multiclass/iris_randomforest.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2787,7 +2802,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Random Forest","level":"7.2.3","depth":2,"next":{"title":"XGBoost","level":"7.2.4","depth":2,"path":"multiclass/iris_xgboost.md","ref":"multiclass/iris_xgboost.md","articles":[]},"previous":{"title":"SCW","level":"7.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anch [...]
+ gitbook.page.hasChanged({"page":{"title":"Random Forest","level":"7.2.3","depth":2,"next":{"title":"XGBoost","level":"7.2.4","depth":2,"path":"multiclass/iris_xgboost.md","ref":"multiclass/iris_xgboost.md","articles":[]},"previous":{"title":"SCW","level":"7.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","toggle-chapters","anchorjs","cod [...]
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diff --git a/userguide/multiclass/iris_scw.html b/userguide/multiclass/iris_scw.html
index 77872d5..6b0fa84 100644
--- a/userguide/multiclass/iris_scw.html
+++ b/userguide/multiclass/iris_scw.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2480,7 +2495,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"SCW","level":"7.2.2","depth":2,"next":{"title":"Random Forest","level":"7.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]},"previous":{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callou [...]
+ gitbook.page.hasChanged({"page":{"title":"SCW","level":"7.2.2","depth":2,"next":{"title":"Random Forest","level":"7.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]},"previous":{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","toggl [...]
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diff --git a/userguide/multiclass/iris_xgboost.html b/userguide/multiclass/iris_xgboost.html
index 874d69c..10ebcfd 100644
--- a/userguide/multiclass/iris_xgboost.html
+++ b/userguide/multiclass/iris_xgboost.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2568,7 +2583,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"XGBoost","level":"7.2.4","depth":2,"next":{"title":"Regression","level":"8.1","depth":1,"path":"regression/general.md","ref":"regression/general.md","articles":[]},"previous":{"title":"Random Forest","level":"7.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-ch [...]
+ gitbook.page.hasChanged({"page":{"title":"XGBoost","level":"7.2.4","depth":2,"next":{"title":"Regression","level":"8.1","depth":1,"path":"regression/general.md","ref":"regression/general.md","articles":[]},"previous":{"title":"Random Forest","level":"7.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","toggle-chapters","a [...]
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diff --git a/userguide/multiclass/news20.html b/userguide/multiclass/news20.html
index 51f7ca8..c09195a 100644
--- a/userguide/multiclass/news20.html
+++ b/userguide/multiclass/news20.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"News20 Multiclass Tutorial","level":"7.1","depth":1,"next":{"title":"Data Preparation","level":"7.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"previous":{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"path":"binaryclass/criteo_ffm.md","ref":"binaryclass/criteo_ffm.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github"," [...]
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diff --git a/userguide/multiclass/news20_dataset.html b/userguide/multiclass/news20_dataset.html
index 3d55653..4386a8f 100644
--- a/userguide/multiclass/news20_dataset.html
+++ b/userguide/multiclass/news20_dataset.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2492,7 +2507,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"7.1.1","depth":2,"next":{"title":"Data Preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"path":"multiclass/news20_one-vs-the-rest_dataset.md","ref":"multiclass/news20_one-vs-the-rest_dataset.md","articles":[]},"previous":{"title":"News20 Multiclass Tutorial","level":"7.1","depth":1,"path":"multiclass/news20.md","ref":"multiclass/news20.md","articles":[{"title":"Data Preparation","level" [...]
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diff --git a/userguide/multiclass/news20_ensemble.html b/userguide/multiclass/news20_ensemble.html
index 9875b89..0c95262 100644
--- a/userguide/multiclass/news20_ensemble.html
+++ b/userguide/multiclass/news20_ensemble.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2604,7 +2619,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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diff --git a/userguide/multiclass/news20_one-vs-the-rest.html b/userguide/multiclass/news20_one-vs-the-rest.html
index 348a4f4..d0a1723 100644
--- a/userguide/multiclass/news20_one-vs-the-rest.html
+++ b/userguide/multiclass/news20_one-vs-the-rest.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2748,7 +2763,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"one-vs-the-rest Classifier","level":"7.1.7","depth":2,"next":{"title":"Iris Tutorial","level":"7.2","depth":1,"path":"multiclass/iris.md","ref":"multiclass/iris.md","articles":[{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},{"title":"SCW","level":"7.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},{" [...]
});
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diff --git a/userguide/multiclass/news20_one-vs-the-rest_dataset.html b/userguide/multiclass/news20_one-vs-the-rest_dataset.html
index 6c69add..a7b8e60 100644
--- a/userguide/multiclass/news20_one-vs-the-rest_dataset.html
+++ b/userguide/multiclass/news20_one-vs-the-rest_dataset.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2463,7 +2478,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"Data Preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"next":{"title":"PA","level":"7.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},"previous":{"title":"Data Preparation","level":"7.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","e [...]
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diff --git a/userguide/multiclass/news20_pa.html b/userguide/multiclass/news20_pa.html
index 2c1403b..db1f418 100644
--- a/userguide/multiclass/news20_pa.html
+++ b/userguide/multiclass/news20_pa.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2495,7 +2510,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"PA","level":"7.1.3","depth":2,"next":{"title":"CW, AROW, SCW","level":"7.1.4","depth":2,"path":"multiclass/news20_scw.md","ref":"multiclass/news20_scw.md","articles":[]},"previous":{"title":"Data Preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"path":"multiclass/news20_one-vs-the-rest_dataset.md","ref":"multiclass/news20_one-vs-the-rest_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","ed [...]
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</div>
diff --git a/userguide/multiclass/news20_scw.html b/userguide/multiclass/news20_scw.html
index 8c2ec6f..9a93431 100644
--- a/userguide/multiclass/news20_scw.html
+++ b/userguide/multiclass/news20_scw.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2716,7 +2731,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"7.1.4","depth":2,"next":{"title":"XGBoost","level":"7.1.5","depth":2,"path":"multiclass/news20_xgboost.md","ref":"multiclass/news20_xgboost.md","articles":[]},"previous":{"title":"PA","level":"7.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","toggle-chapters","anchorjs" [...]
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diff --git a/userguide/multiclass/news20_xgboost.html b/userguide/multiclass/news20_xgboost.html
index 6bbf8cb..7032e5b 100644
--- a/userguide/multiclass/news20_xgboost.html
+++ b/userguide/multiclass/news20_xgboost.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2552,7 +2567,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"XGBoost","level":"7.1.5","depth":2,"next":{"title":"Ensemble learning","level":"7.1.6","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},"previous":{"title":"CW, AROW, SCW","level":"7.1.4","depth":2,"path":"multiclass/news20_scw.md","ref":"multiclass/news20_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts" [...]
+ gitbook.page.hasChanged({"page":{"title":"XGBoost","level":"7.1.5","depth":2,"next":{"title":"Ensemble learning","level":"7.1.6","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},"previous":{"title":"CW, AROW, SCW","level":"7.1.4","depth":2,"path":"multiclass/news20_scw.md","ref":"multiclass/news20_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","toggle-c [...]
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</script>
</div>
diff --git a/userguide/recommend/cf.html b/userguide/recommend/cf.html
index d734c31..6d5cc31 100644
--- a/userguide/recommend/cf.html
+++ b/userguide/recommend/cf.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Collaborative Filtering","level":"9.1","depth":1,"next":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"path":"recommend/item_based_cf.md","ref":"recommend/item_based_cf.md","articles":[]},"previous":{"title":"AdaGrad, AdaDelta","level":"8.3.4","depth":2,"path":"regression/kddcup12tr2_adagrad.md","ref":"regression/kddcup12tr2_adagrad.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link", [...]
+ gitbook.page.hasChanged({"page":{"title":"Collaborative Filtering","level":"9.1","depth":1,"next":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"path":"recommend/item_based_cf.md","ref":"recommend/item_based_cf.md","articles":[]},"previous":{"title":"AdaGrad, AdaDelta","level":"8.3.4","depth":2,"path":"regression/kddcup12tr2_adagrad.md","ref":"regression/kddcup12tr2_adagrad.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link", [...]
});
</script>
</div>
diff --git a/userguide/recommend/item_based_cf.html b/userguide/recommend/item_based_cf.html
index d8fe031..9fd23f2 100644
--- a/userguide/recommend/item_based_cf.html
+++ b/userguide/recommend/item_based_cf.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -3187,7 +3202,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"next":{"title":"News20 Related Article Recommendation Tutorial","level":"9.2","depth":1,"path":"recommend/news20.md","ref":"recommend/news20.md","articles":[{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"p [...]
+ gitbook.page.hasChanged({"page":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"next":{"title":"News20 Related Article Recommendation Tutorial","level":"9.2","depth":1,"path":"recommend/news20.md","ref":"recommend/news20.md","articles":[{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"p [...]
});
</script>
</div>
diff --git a/userguide/recommend/movielens.html b/userguide/recommend/movielens.html
index 8e35bbc..407f27f 100644
--- a/userguide/recommend/movielens.html
+++ b/userguide/recommend/movielens.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"next":{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},"previous":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"path":"recommend/news20_bbit_minhash.md","ref":"recommend/news20_bbit_minhash.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme [...]
+ gitbook.page.hasChanged({"page":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"next":{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},"previous":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"path":"recommend/news20_bbit_minhash.md","ref":"recommend/news20_bbit_minhash.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme [...]
});
</script>
</div>
diff --git a/userguide/recommend/movielens_cf.html b/userguide/recommend/movielens_cf.html
index 489eefa..cb7f794 100644
--- a/userguide/recommend/movielens_cf.html
+++ b/userguide/recommend/movielens_cf.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2768,7 +2783,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"next":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},"previous":{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github"," [...]
+ gitbook.page.hasChanged({"page":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"next":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},"previous":{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github"," [...]
});
</script>
</div>
diff --git a/userguide/recommend/movielens_cv.html b/userguide/recommend/movielens_cv.html
index d12a175..dd118e0 100644
--- a/userguide/recommend/movielens_cv.html
+++ b/userguide/recommend/movielens_cv.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2477,7 +2492,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"next":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"path":"anomaly/lof.md","ref":"anomaly/lof.md","articles":[]},"previous":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},"dir":"ltr"},"config":{"plugins":["t [...]
+ gitbook.page.hasChanged({"page":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"next":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"path":"anomaly/lof.md","ref":"anomaly/lof.md","articles":[]},"previous":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},"dir":"ltr"},"config":{"plugins":["t [...]
});
</script>
</div>
diff --git a/userguide/recommend/movielens_dataset.html b/userguide/recommend/movielens_dataset.html
index 4a89e76..91cc45a 100644
--- a/userguide/recommend/movielens_dataset.html
+++ b/userguide/recommend/movielens_dataset.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2570,7 +2585,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"9.3.1","depth":2,"next":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"path":"recommend/movielens_cf.md","ref":"recommend/movielens_cf.md","articles":[]},"previous":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"path":"recommend/movielens.md","ref":"recommend/movielens.md","articles":[{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommen [...]
+ gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"9.3.1","depth":2,"next":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"path":"recommend/movielens_cf.md","ref":"recommend/movielens_cf.md","articles":[]},"previous":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"path":"recommend/movielens.md","ref":"recommend/movielens.md","articles":[{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommen [...]
});
</script>
</div>
diff --git a/userguide/recommend/movielens_fm.html b/userguide/recommend/movielens_fm.html
index f5438d2..84bd701 100644
--- a/userguide/recommend/movielens_fm.html
+++ b/userguide/recommend/movielens_fm.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2679,7 +2694,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Factorization Machine","level":"9.3.4","depth":2,"next":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},"previous":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","s [...]
+ gitbook.page.hasChanged({"page":{"title":"Factorization Machine","level":"9.3.4","depth":2,"next":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},"previous":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","s [...]
});
</script>
</div>
diff --git a/userguide/recommend/movielens_mf.html b/userguide/recommend/movielens_mf.html
index 8f259e8..47ceb04 100644
--- a/userguide/recommend/movielens_mf.html
+++ b/userguide/recommend/movielens_mf.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2594,7 +2609,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"next":{"title":"Factorization Machine","level":"9.3.4","depth":2,"path":"recommend/movielens_fm.md","ref":"recommend/movielens_fm.md","articles":[]},"previous":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"path":"recommend/movielens_cf.md","ref":"recommend/movielens_cf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","split [...]
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</div>
diff --git a/userguide/recommend/movielens_slim.html b/userguide/recommend/movielens_slim.html
index 192136f..521994f 100644
--- a/userguide/recommend/movielens_slim.html
+++ b/userguide/recommend/movielens_slim.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -3045,7 +3060,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"next":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"path":"recommend/movielens_cv.md","ref":"recommend/movielens_cv.md","articles":[]},"previous":{"title":"Factorization Machine","level":"9.3.4","depth":2,"path":"recommend/movielens_fm.md","ref":"recommend/movielens_fm.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api", [...]
});
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diff --git a/userguide/recommend/news20.html b/userguide/recommend/news20.html
index 3cf1b6e..0defdb7 100644
--- a/userguide/recommend/news20.html
+++ b/userguide/recommend/news20.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"News20 Related Article Recommendation Tutorial","level":"9.2","depth":1,"next":{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"previous":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"path":"recommend/item_based_cf.md","ref":"recommend/item_based_cf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api", [...]
+ gitbook.page.hasChanged({"page":{"title":"News20 Related Article Recommendation Tutorial","level":"9.2","depth":1,"next":{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"previous":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"path":"recommend/item_based_cf.md","ref":"recommend/item_based_cf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api", [...]
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</div>
diff --git a/userguide/recommend/news20_bbit_minhash.html b/userguide/recommend/news20_bbit_minhash.html
index 332f9c5..feb21af 100644
--- a/userguide/recommend/news20_bbit_minhash.html
+++ b/userguide/recommend/news20_bbit_minhash.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2516,7 +2531,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"next":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"path":"recommend/movielens.md","ref":"recommend/movielens.md","articles":[{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"p [...]
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diff --git a/userguide/recommend/news20_jaccard.html b/userguide/recommend/news20_jaccard.html
index 5ac357e..b01013c 100644
--- a/userguide/recommend/news20_jaccard.html
+++ b/userguide/recommend/news20_jaccard.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2531,7 +2546,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"next":{"title":"LSH/MinHash and Brute-force Search","level":"9.2.3","depth":2,"path":"recommend/news20_knn.md","ref":"recommend/news20_knn.md","articles":[]},"previous":{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","git [...]
+ gitbook.page.hasChanged({"page":{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"next":{"title":"LSH/MinHash and Brute-force Search","level":"9.2.3","depth":2,"path":"recommend/news20_knn.md","ref":"recommend/news20_knn.md","articles":[]},"previous":{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","git [...]
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diff --git a/userguide/recommend/news20_knn.html b/userguide/recommend/news20_knn.html
index 43597bd..1df8e30 100644
--- a/userguide/recommend/news20_knn.html
+++ b/userguide/recommend/news20_knn.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2594,7 +2609,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"LSH/MinHash and Brute-force Search","level":"9.2.3","depth":2,"next":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"path":"recommend/news20_bbit_minhash.md","ref":"recommend/news20_bbit_minhash.md","articles":[]},"previous":{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"path":"recommend/news20_jaccard.md","ref":"recommend/news20_jaccard.md","articles":[]},"dir":"ltr"},"config":{"plugins [...]
+ gitbook.page.hasChanged({"page":{"title":"LSH/MinHash and Brute-force Search","level":"9.2.3","depth":2,"next":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"path":"recommend/news20_bbit_minhash.md","ref":"recommend/news20_bbit_minhash.md","articles":[]},"previous":{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"path":"recommend/news20_jaccard.md","ref":"recommend/news20_jaccard.md","articles":[]},"dir":"ltr"},"config":{"plugins [...]
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</div>
diff --git a/userguide/regression/e2006.html b/userguide/regression/e2006.html
index e476939..6e94794 100644
--- a/userguide/regression/e2006.html
+++ b/userguide/regression/e2006.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2426,7 +2441,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"E2006-tfidf Regression Tutorial","level":"8.2","depth":1,"next":{"title":"Data Preparation","level":"8.2.1","depth":2,"path":"regression/e2006_dataset.md","ref":"regression/e2006_dataset.md","articles":[]},"previous":{"title":"Regression","level":"8.1","depth":1,"path":"regression/general.md","ref":"regression/general.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","cal [...]
+ gitbook.page.hasChanged({"page":{"title":"E2006-tfidf Regression Tutorial","level":"8.2","depth":1,"next":{"title":"Data Preparation","level":"8.2.1","depth":2,"path":"regression/e2006_dataset.md","ref":"regression/e2006_dataset.md","articles":[]},"previous":{"title":"Regression","level":"8.1","depth":1,"path":"regression/general.md","ref":"regression/general.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callouts","to [...]
});
</script>
</div>
diff --git a/userguide/regression/e2006_arow.html b/userguide/regression/e2006_arow.html
index 66d0ff2..b257c74 100644
--- a/userguide/regression/e2006_arow.html
+++ b/userguide/regression/e2006_arow.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
+ <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20_rf.html">
<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2723,7 +2738,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Passive Aggressive, AROW","level":"8.2.3","depth":2,"next":{"title":"XGBoost","level":"8.2.4","depth":2,"path":"regression/e2006_xgboost.md","ref":"regression/e2006_xgboost.md","articles":[]},"previous":{"title":"General Regessor","level":"8.2.2","depth":2,"path":"regression/e2006_generic.md","ref":"regression/e2006_generic.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc [...]
+ gitbook.page.hasChanged({"page":{"title":"Passive Aggressive, AROW","level":"8.2.3","depth":2,"next":{"title":"XGBoost","level":"8.2.4","depth":2,"path":"regression/e2006_xgboost.md","ref":"regression/e2006_xgboost.md","articles":[]},"previous":{"title":"General Regessor","level":"8.2.2","depth":2,"path":"regression/e2006_generic.md","ref":"regression/e2006_generic.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","etoc","callout [...]
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diff --git a/userguide/regression/e2006_dataset.html b/userguide/regression/e2006_dataset.html
index 8208413..e122d25 100644
--- a/userguide/regression/e2006_dataset.html
+++ b/userguide/regression/e2006_dataset.html
@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
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Random Forest
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XGBoost
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<b>6.3.5.</b>
+ Baggnig classiers
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+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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<b>6.3.5.</b>
+ Baggnig classiers
+
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+
+
+
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+
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+
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+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
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+
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+
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+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
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+
+
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AdaGradRDA, AdaGrad, AdaDelta
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
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+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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<a href="../binaryclass/news20b_xgboost.html">
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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<a href="../binaryclass/news20_rf.html">
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Random Forest
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
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+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
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AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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<a href="../binaryclass/news20b_xgboost.html">
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
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AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
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+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
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<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
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+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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Random Forest
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<a href="../binaryclass/news20b_xgboost.html">
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
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Random Forest
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</li>
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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diff --git a/userguide/tips/rand_amplify.html b/userguide/tips/rand_amplify.html
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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</li>
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
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<a href="../binaryclass/news20b_xgboost.html">
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XGBoost
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</li>
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
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</li>
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
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XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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</li>
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
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</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
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</li>
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- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2430,7 +2445,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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</li>
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+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
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<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2438,7 +2453,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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@@ -1136,13 +1136,28 @@
</li>
- <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_adagrad.html">
+ <li class="chapter " data-level="6.3.5" data-path="../binaryclass/news20_generic_bagging.html">
- <a href="../binaryclass/news20_adagrad.html">
+ <a href="../binaryclass/news20_generic_bagging.html">
<b>6.3.5.</b>
+ Baggnig classiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_adagrad.html">
+
+ <a href="../binaryclass/news20_adagrad.html">
+
+
+ <b>6.3.6.</b>
+
AdaGradRDA, AdaGrad, AdaDelta
</a>
@@ -1151,12 +1166,12 @@
</li>
- <li class="chapter " data-level="6.3.6" data-path="../binaryclass/news20_rf.html">
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<a href="../binaryclass/news20_rf.html">
- <b>6.3.6.</b>
+ <b>6.3.7.</b>
Random Forest
@@ -1166,12 +1181,12 @@
</li>
- <li class="chapter " data-level="6.3.7" data-path="../binaryclass/news20b_xgboost.html">
+ <li class="chapter " data-level="6.3.8" data-path="../binaryclass/news20b_xgboost.html">
<a href="../binaryclass/news20b_xgboost.html">
- <b>6.3.7.</b>
+ <b>6.3.8.</b>
XGBoost
@@ -2436,7 +2451,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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