From: Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis
Methods
SN (%)
PE (%)
ACC (%)
MCC (%)
Phylogenetic bootstrap
69.8
80.2
75.8
N/A
HKNN
86
84
Signature products
79.9
85.7
83.4
Ensemble of HKNN
86.7
85
86.6
Boosting
80.37
81.69
79.52
70.64
Proposed method
88.95
86.15
87.50
78.13