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Table 2 Prediction performance for the four datasets in term of ACC, TPR, SPC, PPV, precision, MCC, and AUC

From: A deep learning-based method for drug-target interaction prediction based on long short-term memory neural network

Model

Data Sets

ACC (%)

TPR (%)

SPC(%)

PPV (%)

MCC (%)

AUC

DeepLSTM

enzymes

92.92

99.31

86.57

88.04

86.75

0.9951

ion chan.

91.97

93.23

90.87

89.95

85.19

0.9705

GPCRs

91.80

83.71

100

100

84.44

0.9951

nucl. rec.

91.11

95.24

87.50

86.96

83.76

0.9206

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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