WCCI Performance Prediction Challenge

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

loo

Submitted by Wei Chu

results with simple feature pruning.

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0.4944 0.1898 0.1844 0.1661 0.0182 0.2026 0.4946 0.8369 0.8225
gina 0.4919 0.0539 0.0458 0.0465 0.0008 0.0461 0.5068 0.9429 0.9593
hiva 0.4742 0.3566 0.3035 0.2554 0.0481 0.3515 0.5528 0.7581 0.6704
nova 0.0495 0.046 0.0619 0.0491 0.0128 0.0748 0.9485 0.9725 0.9448
sylva 0.5013 0.0049 0.0101 0.0082 0.0018 0.0118 0.4953 0.9993 0.9882
Overall 0.4023 0.1302 0.1211 0.1051 0.0164 0.1374 0.5996 0.9019 0.877

This entry is a complete valid challenge entry.