GPC-Encoder

3 Commits 1 Branch 0 Tags

3 Commits

Author	SHA1	Message	Date
stingray0225	87c79d97e8	Add GPC encoder and main evaluation script Added gpc_encoder.py implementing the Geometry Preserving Category Encoder (GPCE) for categorical feature encoding. Introduced main.py, a script for loading data, applying various encoders (GPCE, Label, OneHot, Target), training multiple classifiers, evaluating accuracy, and visualizing results. Also added a .gitignore for Python virtual environments and cache files.	2026-01-08 23:57:21 +09:00
stingray	eb75ddf1e4	Add introduction and purpose to README.md Added an introduction and purpose section for GPC Encoder, outlining limitations of common encoding methods and the advantages of GPC Encoder.	2026-01-08 22:33:30 +09:00
stingray	8f73250237	Add files via upload	2026-01-08 22:15:25 +09:00

Author

SHA1

Message

Date

stingray0225

87c79d97e8

Add GPC encoder and main evaluation script

Added gpc_encoder.py implementing the Geometry Preserving Category Encoder (GPCE) for categorical feature encoding. Introduced main.py, a script for loading data, applying various encoders (GPCE, Label, OneHot, Target), training multiple classifiers, evaluating accuracy, and visualizing results. Also added a .gitignore for Python virtual environments and cache files.

2026-01-08 23:57:21 +09:00

stingray

eb75ddf1e4

Add introduction and purpose to README.md

Added an introduction and purpose section for GPC Encoder, outlining limitations of common encoding methods and the advantages of GPC Encoder.

2026-01-08 22:33:30 +09:00

stingray

8f73250237

Add files via upload

2026-01-08 22:15:25 +09:00