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Table 21 Performance measures of SVM late integration for S2783 data set with reject option.

From: Machine learning integration for predicting the effect of single amino acid substitutions on protein stability

   cv test
λ α Acc. Prec. Recall FP Rate Reject Acc. Prec. Recall FP Rate Reject
2 1 0.829 0.792 0.606 0.072 0.000 0.831 0.787 0.617 0.074 0.000
2 2 0.833 0.806 0.597 0.064 0.012 0.836 0.804 0.609 0.065 0.013
2 5 0.838 0.825 0.581 0.054 0.031 0.840 0.820 0.594 0.056 0.030
5 1 0.839 0.812 0.609 0.062 0.032 0.841 0.808 0.621 0.064 0.035
5 2 0.842 0.825 0.595 0.055 0.048 0.844 0.820 0.610 0.057 0.049
5 5 0.847 0.845 0.566 0.043 0.073 0.849 0.844 0.582 0.045 0.076
10 1 0.849 0.825 0.618 0.056 0.072 0.851 0.820 0.634 0.058 0.075
10 2 0.852 0.837 0.599 0.048 0.089 0.856 0.837 0.617 0.049 0.094
10 5 0.859 0.836 0.492 0.027 0.147 0.861 0.866 0.507 0.029 0.154