Skip to main content

Advertisement

Table 11 Comparison of results between KNN classifier with SVM

From: Prediction of acid radical ion binding residues by K-nearest neighbors classifier

LigandMethodLOptimal k valueSn (%)Sp (%)Acc (%)FPR (%)MCC
Zn2+OUR’S710394.383.889.116.20.786
SVM99.899.599.70.993
Fe2+OUR’S94192.180.486.319.60.730
SVM91.990.791.30.826
Fe3+OUR’S91584.684.984.715.10.694
SVM86.988.787.80.756
Cu2+OUR’S134992.486.689.513.40.791
SVM95.597.196.30.926
Mn2+OUR’S72379.180.980.019.10.600
SVM82.184.483.20.664
Co2+OUR’S119977.683.180.316.90.608
SVM80.885.183.00.660