Table 4 Areas under the ROC curves for the best element predictor, meta-predictors constructed by unweighted voting, unreduced weighted voting, reduced weighted voting and weighted voting strategies.

Best element predictor

0.758

(Disphos_default)

Unweighted voting

0.788

Best unreduced weighted voting

0.791

(with weights set by ACC)

Best unreduced weighted voting

0.792

(with weights set by MCC)

Best reduced weighted voting

0.791

(with weights set by ACC)

Best reduced weighted voting

0.791

(with weights set by MCC)

Weighted voting

0.794

(By restricted grid search)

A combination of weight voting and random

0.796