Ravil Galeyev created IGNITE-9745:
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Summary: [ML] Add Multinomial Naive Bayes
Key: IGNITE-9745
URL: https://issues.apache.org/jira/browse/IGNITE-9745
Project: Ignite
Issue Type: Sub-task
Components: ml
Reporter: Ravil Galeyev
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.
[Multinomial Naive
Bayes|http://scikit-learn.org/stable/modules/naive_bayes.html#multinomial-naive-bayes]
implements the naive Bayes algorithm for multinomially distributed data.
Requirements for successful PR:
# PartitionedDataset usage
# Trainer-Model paradigm support
# Tests for Model and for Trainer (and other stuff)
# Example of usage with a small, but a famous dataset like IRIS, Titanic or
House Prices
# Javadocs/codestyle according guidelines
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