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Posted to issues@spark.apache.org by "Xiangrui Meng (JIRA)" <ji...@apache.org> on 2014/07/16 06:17:06 UTC
[jira] [Updated] (SPARK-2197) Spark invoke DecisionTree by Java
[ https://issues.apache.org/jira/browse/SPARK-2197?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Xiangrui Meng updated SPARK-2197:
---------------------------------
Target Version/s: 1.1.0 (was: 1.0.0)
> Spark invoke DecisionTree by Java
> ---------------------------------
>
> Key: SPARK-2197
> URL: https://issues.apache.org/jira/browse/SPARK-2197
> Project: Spark
> Issue Type: Bug
> Components: MLlib
> Reporter: wulin
>
> Strategy strategy = new Strategy(Algo.Classification(), new Impurity() {
> @Override
> public double calculate(double arg0, double arg1, double arg2) {
> return Gini.calculate(arg0, arg1, arg2);
> }
> @Override
> public double calculate(double arg0, double arg1) {
> return Gini.calculate(arg0, arg1);
> }
> }, 5, 100, QuantileStrategy.Sort(), null, 256);
> DecisionTree decisionTree = new DecisionTree(strategy);
> final DecisionTreeModel decisionTreeModel = decisionTree.train(labeledPoints.rdd());
> i try to run it on spark, but find an error on the console:
> java.lang.ClassCastException: [Ljava.lang.Object; cannot be cast to [Lorg.apache.spark.mllib.regression.LabeledPoint;
> at org.apache.spark.mllib.tree.DecisionTree$.findSplitsBins(DecisionTree.scala:990)
> at org.apache.spark.mllib.tree.DecisionTree.train(DecisionTree.scala:56)
> at org.project.modules.spark.java.SparkDecisionTree.main(SparkDecisionTree.java:75)
> at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
> at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
> at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
> at java.lang.reflect.Method.invoke(Method.java:601)
> at org.apache.spark.deploy.SparkSubmit$.launch(SparkSubmit.scala:292)
> at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:55)
> at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
> i view source code, find
> val numFeatures = input.take(1)(0).features.size
> this is a problem.
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