An Improved Feature Selection Based on Effective Range for Classification

Table 5

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

	10	30	50	70	90	110	130
PCC	89.58	96.88	94.79	95.83	97.92	97.92	96.88
Relief-F	68.75	84.38	86.46	88.54	87.50	85.42	88.54
IG	88.54	95.83	94.79	94.79	95.83	96.88	96.88
MRMR	88.54	91.67	93.75	93.75	93.75	93.75	93.75
ERGS	89.58	94.79	95.83	97.92	95.83	97.92	97.92
IFSER	94.79	94.79	96.88	96.88	97.92	97.92	97.92