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From "Joseph K. Bradley (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SPARK-2796) DecisionTree bug with ordered categorical features
Date Fri, 01 Aug 2014 21:51:40 GMT
Joseph K. Bradley created SPARK-2796:
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             Summary: DecisionTree bug with ordered categorical features
                 Key: SPARK-2796
                 URL: https://issues.apache.org/jira/browse/SPARK-2796
             Project: Spark
          Issue Type: Bug
          Components: MLlib
    Affects Versions: 1.0.0
            Reporter: Joseph K. Bradley


In DecisionTree, the method sequentialBinSearchForOrderedCategoricalFeatureInClassification()
indexed bins from 0 to (math.pow(2, featureCategories.toInt - 1) - 1).  This upper bound is
the bound for unordered categorical features, not ordered ones.  The upper bound should be
the arity (i.e., max value) of the feature.



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