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https://issues.apache.org/jira/browse/SPARK-2796?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng closed SPARK-2796.
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Resolution: Fixed
Fix Version/s: 1.1.0
> 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
> Assignee: Joseph K. Bradley
> Fix For: 1.1.0
>
>
> 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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