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https://issues.apache.org/jira/browse/IGNITE-9282?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ravil Galeyev reassigned IGNITE-9282:
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Assignee: Ravil Galeyev
> [ML] Add Naive Bayes classifier
> -------------------------------
>
> Key: IGNITE-9282
> URL: https://issues.apache.org/jira/browse/IGNITE-9282
> Project: Ignite
> Issue Type: Sub-task
> Components: ml
> Reporter: Aleksey Zinoviev
> Assignee: Ravil Galeyev
> Priority: Major
>
> Naive Bayes classifiers are a family of simple probabilistic classifiers
> based on applying Bayes' theorem with strong (naive) independence assumptions
> between the features.
> So we want to add this algorithm to Apache Ignite ML module.
> Ideally, implementation should support both multinomial naive Bayes and
> Bernoulli naive Bayes.
> Requirements for successful PR:
> # PartitionedDataset usage
> # Trainer-Model paradigm support
> # Tests for Model and for Trainer (and other stuff)
> # Example of usage with small, but famous dataset like IRIS, Titanic or
> House Prices
> # Javadocs/codestyle according guidelines
>
>
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