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Table 5 The top 10 associated targets of 110 drugs with true percentage of associated target before prediction and predicted percentage of association

From: Optimizing drug–target interaction prediction based on random walk on heterogeneous networks

Targets Percentage of drugs associated with the targets based on DrugBank and ChEMBL (%) Percentage of drug associations appearing in top-10 target list in our prediction (%)
ADA1A 7.27 60
5HT2A 4.54 43.63
ADA1B 7.27 35.45
5HT1A 4.54 33.63
ADRB1 5.45 31.81
5HT1B 5.45 30.90
5HT2C 3.63 30
ACM2 9.09 26.36
5HT3A 4.54 25.45
5HT1D 5.45 23.63
ACM3 9.09 21.81
5HT7R 4.54 18.18