Case Studies

On this page we illustrate what KxY can do for you.

Model Compression

• LightGBM, XGBoost or Random Forest: Same Performance With 80% Fewer Features

Data Valuation

• The KXY Data Valuation Function Works (Regression)

• The KXY Data Valuation Function Works (Classification)

Model-Free Feature Selection

• Automatically Pruning Redundant Features With KXY

• Detecting Features That Are Only Useful In Conjunction With Others

Better Fraud & Attack Detection

• Better Solving Heavily Unbalanced Classification Problems With KXY