WCCI Performance Prediction Challenge

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PCA+ME+SVM+valid

Submitted by Darby Tien-Hao Chang

c = 2, g = 0.001953125, w = 28
(optimized for cross validation)

Dataset Balanced Error Test guess Guess error Test score Area Under Curve
Train Valid Test Train Valid Test
ada 0 0.1547 0.2036 0.16 0.0436 0.2472 1 0.8354 0.7964
gina 0 0.0507 0.0569 0.06 0.0031 0.0597 1 0.9321 0.9431
hiva 0 0.2454 0.3174 0.42 0.1026 0.42 1 0.8307 0.6826
nova 0 0.062 0.0805 0.07 0.0105 0.0909 1 0.9483 0.9195
sylva 0 0.0024 0.0149 0.0025 0.0124 0.0272 1 0.9969 0.9851
Overall 0 0.1031 0.1347 0.1425 0.0344 0.169 1 0.9087 0.8653

This entry is a complete valid challenge entry.