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. 2014 Jan 16;10(1):e1003440. doi: 10.1371/journal.pcbi.1003440

Table 3. Performance of consensus classifiers with PMD-UNIPROT and MMP datasets.

Performance metricsa PMD-UNIPROT MMP
CONDEL Meta-SNP PredictSNP CONDEL Meta-SNP PredictSNP
Percent of evaluated mutations 100.0 100.0 100.0 100.0 99.7 100.0
Accuracyb 0.562 0.670 0.679 0.640 0.673 0.708
Matthews correlation coefficientb 0.202 0.343 0.366 0.349 0.351 0.433
Area under the receiver operating characteristics curveb 0.755 0.709 0.732 0.770 0.730 0.780
a

– detailed evaluation is available in Table S12;

b

– these metrics were calculated with normalized numbers.