DCSE:Double-Channel-Siamese-Ensemble model for protein protein interaction prediction

BMC Genomics

Table 2 The effect of different the K and N

	ACC	Pre	\(F_{1}\)	Recall	MCC
N=20&K=1	0.8905±0.0009	0.8491±0.0007	0.8883±0.0011	0.9312±0.0013	0.7846±0.0021
N=20&K=2	0.8884±0.0007	0.9201±0.0019	0.8747±0.0005	0.8337±0.0017	0.7777±0.0017
N=20&K=3	0.8758±0.0010	0.8739±0.0014	0.8659±0.0007	0.8581±0.0013	0.7504±0.0032
N=20&K=4	0.8751±0.0008	0.8735±0.0009	0.8651±0.0010	0.8569±0.0009	0.7491±0.0048
N=25&K=1	0.9303±0.0007	0.9091±0.0002	0.9268±0.0013	0.9452±0.0021	0.8609±0.0066
N=25&K=2	0.9172±0.0011	0.8958±0.0005	0.9131±0.0018	0.9311±0.0015	0.8347±0.0027
N=25&K=3	0.9021±0.0014	0.8645±0.0007	0.8994±0.0010	0.9372±0.0021	0.8068±0.0009
N=25&K=4	0.9137±0.0003	0.8912±0.0010	0.9095±0.0009	0.9287±0.0020	0.8277±0.0018
N=30&K=1	0.9101±0.0032	0.8617±0.0009	0.9091±0.0021	0.9619±0.0019	0.8255±0.0039
N=30&K=2	0.9071±0.0007	0.8902±0.0021	0.9018±0.0019	0.9137±0.0024	0.8138±0.0015
N=30&K=3	0.8981±0.0005	0.8667±0.0007	0.8945±0.0008	0.9241±0.0019	0.7978±0.0014
N=30&K=4	0.9031±0.0029	0.8767±0.0018	0.8989±0.0021	0.9223±0.0009	0.8069±0.0020

ISSN: 1471-2164