Table 6.

Best parameter set found for the Decision Tree (DT) and Rule-Based System (RBS) based on C5.0, for each threshold.

Threshold	Model	Winnow	Trials	CF	Bands	Fuzzy Threshold
2.5	DT	FALSE	15	0.5	0	FALSE
2.5	RBS	FALSE	20	0.5	0	FALSE
3.0	DT	FALSE	20	0.05	0	FALSE
3.0	RBS	FALSE	15	0.20	0	FALSE
3.09290	DT	TRUE	10	0.5	0	FALSE
3.09290	RBS	TRUE	5	0.05	0	TRUE