WCCI Performance Prediction Challenge

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submission_5

Submitted by J. Wichard

ada: boosted ridge
gina: svm
hiva: boosted trees
nova: ensemble of linear classifiers
sylva: ensemble of trees

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0.1606 0.1672 0.1801 0.1606 0.0195 0.1995 0.88 0.8595 0.8614
gina 0 0.0476 0.0803 0.0042 0.0761 0.1564 1 0.9775 0.9742
hiva 0.1126 0.3755 0.3224 0.3126 0.0098 0.3299 0.8815 0.684 0.6776
nova 0.0339 0.08 0.0635 0.0092 0.0542 0.1177 0.9674 0.9142 0.9378
sylva 0.0084 0.0024 0.0267 0.006 0.0207 0.0474 0.9999 0.9989 0.9956
Overall 0.0631 0.1345 0.1346 0.0985 0.0361 0.1702 0.9458 0.8868 0.8893

This entry is a complete valid challenge entry.