Joseph K. Bradley created SPARK-7128:
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Summary: Add generic bagging algorithm to spark.ml
Key: SPARK-7128
URL: https://issues.apache.org/jira/browse/SPARK-7128
Project: Spark
Issue Type: New Feature
Components: ML
Reporter: Joseph K. Bradley
The Pipelines API will make it easier to create a generic Bagging algorithm
which can work with any Classifier or Regressor. Creating this feature will
require researching the possible variants and extensions of bagging which we
may want to support now and/or in the future, and planning an API which will be
properly extensible.
Note: This may interact some with the existing tree ensemble methods, but it
should be largely separate since the tree ensemble APIs and implementations are
specialized for trees.
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