Commit Graph
5 Commits
Author SHA1 Message Date
stingray0225 3e15c17ace Merge branch 'main' of https://github.com/stingraypark/GPC_Encoder 2026-01-08 23:58:39 +09:00
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
seung6lee 838e7e1354 Add GPCEncoder.py and main.py
main.py is a code that analysis the accuracy between various encoders.
2026-01-08 23:56:43 +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