Cheminformatics Models for Inhibitors of Schistosoma mansoni Thioredoxin Glutathione Reductase

Table 1

Comparison of sensitivity, specificity, accuracy, and balanced classification rates and Matthews correlation coefficient for each of the classifiers used in the present study.

Classifier	Cost	TP rate	FP rate	BCR	MCC
Naïve Bayes	10	50.3	19.1	65	0.13
Random forest	860	79.4	19.1	80.1	0.25
J48	150	73.2	18.5	77.3	0.23