Table 5.

Performance of the classification methods on the antituberculosis dataset.

	Unfiltered data		Filtered data
	Active molecules	Inactive molecules	Active molecules	Inactive molecules
Classifiers	Success (%)	Success (%)	Success (%)	Success (%)
LDA	0	100	92	95
1-NN	100	100	100	95
SVM	100	100	100	100
DT	100	100	100	100
Average processing time	39 min. and 19 sec.		14 min. and 29 sec.