[IGNITE-9978] [ML] Implement Compound Naive Bayes classifier

• Type: Task
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Fix Version/s: 2.8
• Component/s: ml
• Labels: new-feature
• Release Note: Added various Naive Bayes classifiers
• Flags: Important
• Ignite Flags: Docs Required, Release Notes Required
• Assignee: Ravil Galeyev
• Reporter: Alexey Platonov
• Created: 23/Oct/18 15:15
• Updated: 12/Feb/20 11:00
• Resolved: 08/Sep/19 09:25

Description

We need to create compound Naive Bayes classifier as model composition of several Naive Bayes classifiers where each classifier represents subset of features of one type. For example such model may contain Naive Bayes model over Gauss Distribution for all continuous features and Naive Bayes model over Discrete Distribution for enum-like features.

Issue Links

• is related to: IGNITE-9282 [ML] Add Naive Bayes classifier
• links to: GitHub Pull Request #6567
• links to: TC

Sub-Tasks

• [ML] Implement Naive Bayes classifier over Discrete Disctribution: Resolved