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Posted to issues@ignite.apache.org by "Alexey Platonov (JIRA)" <ji...@apache.org> on 2018/10/23 15:16:00 UTC

[jira] [Created] (IGNITE-9978) [ML] Implement Compound Naive Bayes classifier

Alexey Platonov created IGNITE-9978:
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             Summary: [ML] Implement Compound Naive Bayes classifier
                 Key: IGNITE-9978
                 URL: https://issues.apache.org/jira/browse/IGNITE-9978
             Project: Ignite
          Issue Type: Task
          Components: ml
            Reporter: Alexey Platonov
             Fix For: 2.8


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.



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