Table 1.
Type | Method | Accuracy (%, ) |
---|---|---|
Single | Linear SVM, 1 PC | |
Linear SVM, 2 PCs | ||
Linear SVM, 4 PCs | ||
Linear SVM, 5 PCs | ||
Linear SVM, 6 PCs* | ||
Linear SVM, 8 PCs* | ||
Linear SVM, 17 PCs* | ||
Other SVMs, 6 PCs | ||
Decision trees, 6 PCs | ||
Nearest neighbor, 6 PCs | ||
Ensemble | Boosted Trees, 6 PCs, AdaBoost** | |
Bagged Trees, 6 PCs, Bag |
, ANOVA and post-hoc Dunnett’s test versus linear SVM, 1 PC.
, Student’s -test versus linear SVM, 6 PCs.