README.md

In pzawistowski/caen: What the package does (short line)

caen

Work in progress...

This package provides a function to encode categorical input attributes used in classification tasks. The implemented approach is based on [1].

TODO:

• Multivariate classification encoding.
• Regression encoding.
• Precondition checks.

Reference

[1] Daniele Micci-Barreca. 2001. A preprocessing scheme for high-cardinality categorical attributes in classification and prediction problems. SIGKDD Explor. Newsl. 3, 1 (July 2001), 27-32.

pzawistowski/caen documentation built on May 26, 2019, 11:34 a.m.