Packages

•  package root

  Definition Classes

  root

•  package org

  Definition Classes

  root

•  package apache

  Definition Classes

  org

•  package spark

  Definition Classes

  apache

•  package ml

  DataFrame-based machine learning APIs to let users quickly assemble and configure practical machine learning pipelines.

  DataFrame-based machine learning APIs to let users quickly assemble and configure practical machine learning pipelines.

  Definition Classes

  spark

•  package mllib

  RDD-based machine learning APIs (in maintenance mode).

  RDD-based machine learning APIs (in maintenance mode).

  The spark.mllib package is in maintenance mode as of the Spark 2.0.0 release to encourage migration to the DataFrame-based APIs under the org.apache.spark.ml package. While in maintenance mode,

  • no new features in the RDD-based spark.mllib package will be accepted, unless they block implementing new features in the DataFrame-based spark.ml package;
  • bug fixes in the RDD-based APIs will still be accepted.

  The developers will continue adding more features to the DataFrame-based APIs in the 2.x series to reach feature parity with the RDD-based APIs. And once we reach feature parity, this package will be deprecated.

  Definition Classes

  spark

  See also

  SPARK-4591 to track the progress of feature parity

•  package classification
•  package clustering
•  package evaluation
•  package feature
•  package fpm
•  package linalg
•  package optimization
•  package pmml
•  package random
•  package rdd
•  package recommendation
•  package regression
•  package stat
•  package tree

  This package contains the default implementation of the decision tree algorithm, which supports:

  This package contains the default implementation of the decision tree algorithm, which supports:

  • binary classification,
  • regression,
  • information loss calculation with entropy and Gini for classification and variance for regression,
  • both continuous and categorical features.
•  package util
• JavaPackage

org.apache.spark

mllib 