CryoProtect: A Web Server for Classifying Antifreeze Proteins from Nonantifreeze Proteins

Table 4

Performance comparisons among various types of machine learning algorithms and protein sequence as evaluated on 10-fold CV and external validation tests.

Classifier	Feature(s)	10-fold CV set					External validation set
		Ac (%)	Sn (%)	Sp (%)	MCC	YI	Ac (%)	Sn (%)	Sp (%)	MCC	YI
RF	AAC
	DPC
	AAC + DPC
DT	AAC
	DPC
	AAC + DPC