[SPARK-7545] Bernoulli NaiveBayes should validate data

• Type: Improvement
• Status: Resolved
• Priority: Minor
• Resolution: Fixed
• Affects Version/s: 1.4.0
• Fix Version/s: 1.4.0
• Component/s: MLlib
• Target Version/s: 1.4.0
• Assignee: Leah McGuire
• Reporter: Joseph K. Bradley
• Created: 11/May/15 23:41
• Updated: 13/May/15 21:15
• Resolved: 13/May/15 21:13

Description

Bernoulli NaiveBayes expects input features to take values 0 or 1, but it does not actually check that. It should check and throw an exception if it finds invalid values.

Issue Links

• links to: [Github] Pull Request #6073 (leahmcguire)