WCCI Performance Prediction Challenge

The challenge is over, but a new challenge is on-going using the same datasets, check it out!

IDEAL

Submitted by Advanced Analytical Methods, INTEL

GBT with dynamic feature selection

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0.1504 0.161 0.2643 0.162 0.1023 0.3667 0.9293 0.9325 0.8443
gina 0 0 0.035 0.044 0.009 0.044 1 1 0.9893
hiva 0.0996 0.073 0.3085 0.285 0.0235 0.3312 0.9534 0.9994 0.7193
nova 0 0 0.0622 0.062 0.0002 0.0622 1 1 0.9837
sylva 0.0003 0.0004 0.0132 0.0085 0.0047 0.0179 1 1 0.9986
Overall 0.0501 0.0469 0.1366 0.1123 0.0279 0.1644 0.9765 0.9864 0.907

This entry is a complete valid challenge entry.