[Retracted] Machine Learning Approaches for Developing Land Cover Mapping

Table 2

Profiles of the selected features for different subset evaluation methods.

Methods	No. of selected features	Reduced feature sets
CFS	40	2, 3, 6, 8, 10, 11, 16, 20, 22, 30, 31,33, 34, 36, 41, 47, 50, 51, 54, 57, 59,62, 65, 68, 70, 72, 73, 76, 83, 84, 86,89, 93, 94, 110, 118, 134, 136, 146,147
Wrapper (J48 classifier)	63	2, 3, 11, 12, 15, 16, 20, 21, 22, 23, 24, 27, 29, 31, 32, 35, 39, 40, 41, 43, 44, 46,50, 51, 53, 54, 55, 58, 60, 67, 69, 71, 77,89, 92, 96, 97, 98, 99, 100, 105, 109, 110,112, 113, 115, 116, 117, 118, 119, 121,123, 126, 128, 132, 133, 136, 137, 138,142, 143, 145, 147
Wrapper (zero-R classifier)	13	6, 25, 36, 57, 72, 86, 89, 110, 112, 118, 136, 146, 147