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Table 3 Selected SVM models with increased sampling ratio

From: Predicting MoRFs in protein sequences using HMM profiles

Training sampling ratio 1:1 1:2
SVM models AUC Success rate FPR AUC Success rate FPR
1 0.660 0.669 0.050 0.680 0.637 0.041
2 0.600 0.770 0.180 0.613 0.730 0.175
3 0.648 0.701 0.070 0.650 0.690 0.070
4 0.659 0.649 0.053 0.680 0.620 0.042
5 0.606 0.770 0.180 0.600 0.700 0.190
6 0.653 0.680 0.065 0.654 0.680 0.063
7 0.650 0.640 0.047 0.660 0.640 0.045
8 0.600 0.749 0.180 0.610 0.726 0.175
9 0.650 0.660 0.065 0.650 0.656 0.065
  1. Bold numbers indicate performance metrics for best models