[ https://issues.apache.org/jira/browse/SPARK-3380?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Hyukjin Kwon resolved SPARK-3380. --------------------------------- Resolution: Incomplete > DecisionTree: overflow and precision in aggregation > --------------------------------------------------- > > Key: SPARK-3380 > URL: https://issues.apache.org/jira/browse/SPARK-3380 > Project: Spark > Issue Type: Improvement > Components: MLlib > Affects Versions: 1.1.0 > Reporter: Joseph K. Bradley > Priority: Minor > Labels: bulk-closed > > DecisionTree does not check for overflows or loss of precision while > aggregating sufficient statistics (binAggregates). It uses Double, which may > be a problem for DecisionTree regression since the variance calculation could > blow up. At the least, it could check for overflow and renormalize as needed. -- This message was sent by Atlassian JIRA (v7.6.3#76005) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org