WCCI Performance Prediction Challenge

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BNN-PC

Submitted by Radford Neal

Bayesian neural network applied to principal components.

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0.1521 0.1994 0.1783 0.1697 0.0086 0.1868 0.93 0.8958 0.906
gina 0 0.0476 0.0503 0.0657 0.0154 0.0657 1 0.9903 0.9885
hiva 0.106 0.3633 0.305 0.2755 0.0295 0.3341 0.972 0.6456 0.741
nova 0.0424 0.086 0.0636 0.0745 0.011 0.0745 0.9948 0.9771 0.9829
sylva 0.0053 0.0061 0.0075 0.0091 0.0016 0.0091 0.9999 0.9991 0.9988
Overall 0.0611 0.1405 0.1209 0.1189 0.0132 0.134 0.9793 0.9016 0.9234

This entry is a complete valid challenge entry.