Cost-Sensitive Feature Selection of Numeric Data with Measurement Errors

Table 14

The optimal feature subset based on different misclassification costs.

MisCost1	MisCost2	Test costs	Total cost	Feature subset
50	500	3.00	3.70	[1,3,27]
100	1000	4.00	4.35	[1,3,15,29]
150	1500	4.00	4.53	[1,3,15,29]
200	2000	4.00	4.70	[1,3,15,29]
250	2500	4.00	4.88	[1,3,15,29]
300	3000	5.00	5.00	[1,12,15,27]