You are viewing a plain text version of this content. The canonical link for it is here.

Posted to issues@ignite.apache.org by "Mark Andreev (Jira)" <ji...@apache.org> on 2020/11/17 15:24:00 UTC

[jira] [Created] (IGNITE-13713) [ML] Add target encoding preprocessor

Mark Andreev created IGNITE-13713:
-------------------------------------

             Summary: [ML] Add target encoding preprocessor
                 Key: IGNITE-13713
                 URL: https://issues.apache.org/jira/browse/IGNITE-13713
             Project: Ignite
          Issue Type: Improvement
          Components: ml
            Reporter: Mark Andreev
            Assignee: Mark Andreev
             Fix For: 2.10


I suggest to add target encoding processor based on "Daniele Miccii-Barreca (2001). A Preprocessing Scheme for High-Cardinality Categorical Attributes in Classification and Prediction Problems. SIGKDD Explor. Newsl. 3, 1. From http://dx.doi.org/10.1145/507533.507538" and implemented in "scikit-learn-contrib/category_encoders" as TargetEncoder ([https://github.com/scikit-learn-contrib/category_encoders/blob/master/category_encoders/target_encoder.py).]



--
This message was sent by Atlassian Jira
(v8.3.4#803005)