From: Matrix factorization with neural network for predicting circRNA-RBP interactions
Validation methods | Methods | Sn | Sp | Pr | Acc | MCC |
---|---|---|---|---|---|---|
10 times CV-10 | MFNN | 0.7905 | 0.9050 | 0.8928 | 0.8477 | 0.7003 |
GMF | 0.7262 | 0.9054 | 0.8849 | 0.8158 | 0.6422 | |
MLP | 0.7149 | 0.8151 | 0.7951 | 0.7650 | 0.5333 | |
NeuMF | 0.7327 | 0.9019 | 0.8821 | 0.8173 | 0.6441 | |
10 times CV-5 | MFNN | 0.7905 | 0.9027 | 0.8906 | 0.8466 | 0.6978 |
GMF | 0.7209 | 0.9031 | 0.8816 | 0.8120 | 0.6347 | |
MLP | 0.6968 | 0.8142 | 0.7899 | 0.7555 | 0.5150 | |
NeuMF | 0.7262 | 0.9002 | 0.8795 | 0.8132 | 0.6364 |