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Table 4 Performance of SVM based isoform models on an Independent dataset. Multiple labels were assigned for substrates having SVM score more than default threshold for multiple isoform models

From: Prediction of cytochrome P450 isoform responsible for metabolizing a drug molecule

CYP Isoform

Accuracy (percent)

CYP3A4

77.17

CYP2D6

66.22

CYP1A2

68.30

CYP2C9

55.32

CYP2C19

51.02

Average

63.70