An Improved Feature Selection Based on Effective Range for Classification

Table 8

Classification accuracies (%) of different feature selection methods with NN on 9_Tumors database.

	10	30	50	70	90	110	130
PCC	28.33	41.67	51.67	51.67	51.67	50.00	51.67
Relief-F	25.00	28.33	21.67	26.67	30.00	35.00	33.33
IG	48.33	51.67	60.00	58.33	60.00	61.67	58.33
MRMR	38.33	46.67	56.67	55.00	60.00	65.00	61.67
ERGS	25.00	30.00	40.00	38.33	41.67	41.67	45.00
IFSER	35.00	36.67	38.33	46.67	46.67	45.00	46.67