Table 4.

Summary of training, internal cross-validation, test results and corresponding match results which were obtained using a leave-one out validation method in KNIME of the total set of 32 haloamides subjected to antifungal tests.

	C. albicans LM-23					C. tropicalis ATCC-13803
	TRAINING			VALIDATION		TRAINING			VALIDATION
	Samples	Match	%Match	Match	%Match	Samples	Match	%Match	Match	%Match
Active	10	3	30.0	3	30.0	8	2	25.0	2	25.0
Inactive	22	19	86.4	19	86.4	24	20	83.3	20	83.3
Total	32	22	68.8	22	68.8	32	22	68.8	22	68.8
	C. albicans ATCC-76645					C. tropicalis LM-36
	TRAINING			VALIDATION		TRAINING			VALIDATION
	Samples	Match	%Match	Match	%Match	Samples	Match	%Match	Match	%Match
Active	10	3	30.0	3	30.0	9	2	22.2	2	22.2
Inactive	22	19	86.4	19	86.4	23	20	87.0	20	87.0
Total	32	22	68.8	22	68.8	32	22	68.8	22	68.8
	C. albicans LM-106					C. krusei LM-656
	TRAINING			VALIDATION		TRAINING			VALIDATION
	Samples	Match	%Match	Match	%Match	Samples	Match	%Match	Match	%Match
Active	10	3	30.0	3	30.0	11	3	27.3%	3	27.3
Inactive	22	19	86.4	19	86.4	21	19	90.5%	19	90.5
Total	32	22	68.8	22	68.8	32	22	68.8%	22	68.8
	C. krusei LM-13
	TRAINING			VALIDATION
	Samples	Match	%Match	Match	%Match
Active	8	3	37.5	3	37.5
Inactive	24	19	79.2	19	79.2
Total	32	22	68.8	22	68.8