WCCI Performance Prediction Challenge

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Fscore+Chi+SVM

Submitted by Seyna

feature selection using fscore or chi-square
modified

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0.1522 0.1482 0.199 0.1514 0.0476 0.2465 0.8483 0.8495 0.801
gina 0.0137 0.0317 0.0446 0.0375 0.0071 0.0516 0.9856 0.9661 0.9555
hiva 0.1817 0.267 0.3292 0.27 0.0592 0.3883 0.8197 0.7915 0.6708
nova 0.0142 0.038 0.0754 0.046 0.0294 0.1049 0.9839 0.9701 0.9246
sylva 0.0033 0.0008 0.0246 0.005 0.0196 0.0441 0.9956 0.999 0.9754
Overall 0.073 0.0971 0.1345 0.102 0.0326 0.1671 0.9266 0.9152 0.8655

This entry is a complete valid challenge entry.