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. 2018 Nov 20;19(Suppl 14):410. doi: 10.1186/s12859-018-2378-9

Table 2.

Classification results for the score matrices with SLiMs obtained from SM using 3-fold cross validation

Dataset for classification # features Classifier Accuracy (%) MCC ROC Area
S score matrix SVM-Polynomial 72.6 0.45 0.73
100 RF 73.1 0.46 0.81
k-NN (k=1) 80.6 0.61 0.81
T score matrix SVM-Polynomial 55.0 0.11 0.55
100 RF 68.5 0.38 0.77
k-NN (k=1) 59.7 0.27 0.60