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Posted to dev@mahout.apache.org by "Dan Filimon (JIRA)" <ji...@apache.org> on 2013/03/29 12:13:15 UTC

[jira] [Created] (MAHOUT-1179) GSOC 2013: Refactor and improve the classification APIs

Dan Filimon created MAHOUT-1179:
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             Summary: GSOC 2013: Refactor and improve the classification APIs
                 Key: MAHOUT-1179
                 URL: https://issues.apache.org/jira/browse/MAHOUT-1179
             Project: Mahout
          Issue Type: New Feature
            Reporter: Dan Filimon


[via Andy Twigg]

Improve and unify the Mahout classification API. Also related to the refactoring of the clustering APIs MAHOUT-1177.

The two APIs should be roughly the same, at least in
terms of input/output so that pipelining etc is easier. (cf
scikit-learn clustering/classifier/regression API)

Currently Mahout support:
- logistic regression
- Naive Bayes
- Random Forests [not yet complete?]

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