Protein Surface Characterization Using an Invariant Descriptor

Table 3

(a) Overall classification rate using different classifiers (300 training samples, 100 testing samples from DATASET-A)

Classifier	Descriptor
	DD1	DD2	RC	DRC
Naïve bayes	58%	86%	94%	91%
Logistic	58%	85%	99%	97%
Simple logistic	58%	89%	98%	91%

(b) Overall classification rate using different classifiers (100 training samples, 300 testing samples from DATASET-A)

Classifier	Descriptor
	DD1	DD2	RC	DRC
Naïve bayes	55%	74%	94%	93%
Logistic	62%	88%	89%	94%
Simple logistic	63%	85%	91%	90%