BMC Structural Biology

Table 24 Performance measures of SVR intermediate integration (TO) 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	0.810	0.723	0.595	0.099	0.035	0.808	0.715	0.596	0.102	0.037
2	2	0.839	0.843	0.405	0.026	0.177	0.840	0.855	0.393	0.024	0.185
2	5	0.843	0.589	0.101	0.001	0.258	0.841	0.946	0.103	0.003	0.260
5	1	0.918	0.887	0.629	0.021	0.505	0.917	0.889	0.615	0.022	0.515
5	2	0.926	0.589	0.275	0.002	0.555	0.924	0.946	0.268	0.004	0.562
5	5	0.926	0.310	0.127	0.000	0.565	0.925	0.877	0.125	0.001	0.573
10	1	0.961	0.589	0.436	0.003	0.698	0.952	0.946	0.458	0.005	0.697
10	2	0.963	0.310	0.200	0.000	0.708	0.953	0.877	0.256	0.001	0.708
10	5	0.963	0.310	0.200	0.000	0.708	0.953	0.877	0.256	0.001	0.708

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