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Table 7 The performance metrics for the proposed approach and other published tools using the independent test set

From: Prediction of donor splice sites using random forest with a new sequence encoding approach

Methods TPR TNR F (α = 1) F (β = 2) G-mean WA MCC
MaxEntScan 0.627 0.990 0.766 0.884 0.788 0.809 0.662
MDD 0.651 0.991 0.784 0.894 0.803 0.821 0.682
MM1 0.581 0.988 0.730 0.862 0.758 0.785 0.623
WMM 0.415 0.986 0.581 0.764 0.640 0.701 0.488
NNSplice 0.733 0.954 0.824 0.891 0.837 0.844 0.705
SpliceView 0.888 0.879 0.884 0.882 0.883 0.884 0.767
Proposed 0.977 0.922 0.951 0.936 0.949 0.949 0.900