Performance Prediction Challenge

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submission_8

Submitted by J. Wichard

submission_8:

ada: boosted ridge
gina: feature selection & nl-svm
hiva: boosted naive bayes
nova: ridge ensemble
sylva: ensemble of cart-trees

Dataset	Balanced Error			Test guess	Guess error	Test score	Area Under Curve
Dataset	Train	Valid	Test	Test guess	Guess error	Test score	Train	Valid	Test
ada	0.1606	0.1672	0.1801	0.1636	0.0165	0.1965	0.88	0.8595	0.8614
gina	0	0.035	0.0523	0.05	0.0023	0.0543	1	0.9828	0.9866
hiva	0.0455	0.3263	0.3057	0.38	0.0743	0.38	0.9822	0.778	0.7172
nova	0.0381	0.078	0.0611	0.08	0.0189	0.08	0.9691	0.9408	0.9459
sylva	0.0084	0.0024	0.0267	0.007	0.0197	0.0464	0.9999	0.9989	0.9956
Overall	0.0505	0.1218	0.1252	0.1361	0.0263	0.1514	0.9663	0.912	0.9013

This entry is a complete valid challenge entry.