[SPARK-6684] Add checkpointing to GradientBoostedTrees

• Type: Improvement
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Affects Version/s: 1.3.0
• Fix Version/s: 1.5.0
• Component/s: MLlib
• Target Version/s: 1.5.0
• Assignee: Joseph K. Bradley
• Reporter: Joseph K. Bradley
• Shepherd: Xiangrui Meng
• Created: 02/Apr/15 18:52
• Updated: 24/Mar/16 11:52
• Resolved: 30/Jul/15 23:04

Description

We should add checkpointing to GradientBoostedTrees since it maintains RDDs with long lineages.

keywords: gradient boosting, gbt, gradient boosted trees

Issue Links

• is duplicated by: SPARK-10433 Gradient boosted trees: increasing input size in 1.4
• is related to: SPARK-5561 Generalize PeriodicGraphCheckpointer for RDDs
• relates to: SPARK-9904 User guide for ML tree algorithms
• links to: [Github] Pull Request #7804 (jkbradley)