Antistroke Network Pharmacological Prediction of Xiaoshuan Tongluo Recipe Based on Drug-Target Interaction Based on Deep Learning

Table 4

Model prediction results.

Method	Dataset	Recall (0.9)	Samplesa	Recall (0.5)
DNN EDTPs1	3216	13.62	18	40.67
DNN EDTPs2	3827	9.09	14	71.98
DNN EDTPs	7043	23.46	14	88.36
HN EDTPs1	3216	21.89	17	76.88
HN EDTPs2	3827	31.59	19	58.29
HN EDTPs	7043	12.37	19	55.39
RNN EDTPs1	3216	24.64	20	43.58
RNN EDTPs2	3827	45.67	17	46
RNN EDTPs	7043	14.54	10	52.5
RF EDTPs1	3216	24.79	15	47.17
RF EDTPs2	3827	24.8	16	47.84
RF EDTPs	7043	25.44	17	81.09
SVM EDTPs1	3216	32.19	17	58.06
SVM EDTPs2	3827	31.76	18	59.54
SVM EDTPs	7043	37	13	67.21