[SPARK-12566] GLM model family, link function support in SparkR:::glm

• Type: New Feature
• Status: Resolved
• Priority: Critical
• Resolution: Fixed
• Fix Version/s: 2.0.0
• Component/s: ML, SparkR
• Target Version/s: 2.0.0
• Assignee: yuhao yang
• Reporter: Joseph K. Bradley
• Shepherd: Xiangrui Meng
• Created: 29/Dec/15 23:17
• Updated: 12/Apr/16 17:51
• Resolved: 12/Apr/16 17:51

Description

This JIRA is for extending the support of MLlib's Generalized Linear Models (GLMs) to more model families and link functions in SparkR. After SPARK-12811, we should be able to wrap GeneralizedLinearRegression in SparkR with support of popular families and link functions.

Issue Links

• blocks: SPARK-14324 Refactor GLMs code in SparkRWrappers
• contains: SPARK-9838 Support Poisson family in SparkR:::glm
• contains: SPARK-9839 Support Gamma family in SparkR:::glm
• contains: SPARK-9840 Support popular link functions in SparkR:::glm
• is depended upon by: SPARK-13925 Expose R-like summary statistics in SparkR::glm for more family and link functions
• is duplicated by: SPARK-9838 Support Poisson family in SparkR:::glm
• is duplicated by: SPARK-9839 Support Gamma family in SparkR:::glm
• is duplicated by: SPARK-9840 Support popular link functions in SparkR:::glm
• relates to: SPARK-12811 Estimator interface for generalized linear models (GLMs)
• links to: [Github] Pull Request #11549 (hhbyyh)
• links to: [Github] Pull Request #12294 (yanboliang)