Rigorous assessment and integration of the sequence and structure based features to predict hot spots

BMC Bioinformatics

Table 5 Prediction results of machine-learning methods on independent test set

Method	P	R	F1
BaysNet	0.65	0.54	0.59
Logistic	0.62	0.63	0.62
RBFNNetwork	0.63	0.69	0.66
Decision Tree	0.66	0.60	0.63
Random Forest	0.68	0.55	0.61
Rules NNge	0.67	0.56	0.61
Lazy Kstar	0.63	0.51	0.57
Random Tree	0.61	0.50	0.55
Sequence-based SVM	0.69	0.68	0.68

ISSN: 1471-2105