On Feature Selection and Rule Extraction for High Dimensional Data: A Case of Diffuse Large B-Cell Lymphomas Microarrays Classification

Table 3

Means () and variances () of membership functions S, M, L of 14 selected features after training for the DLBCL dataset.

Final values
Feature
83	42.217	244.422	448.788	70.018	68.702	68.640
87	89.961	244.306	401.299	55.559	53.710	53.294
207	−316.059	−88.806	138.408	73.797	75.289	75.806
355	−84.419	12.311	109.255	31.586	31.900	37.146
450	1811.843	4047.102	6272.187	746.321	748.685	750.148
546	594.454	2361.230	4125.430	590.479	591.615	595.343
931	−404.615	−26.100	348.347	124.371	124.241	125.706
2164	552.324	1048.629	1545.862	168.960	168.791	173.626
2360	566.830	1351.743	2133.887	262.543	263.800	265.277
2479	−10.591	41.380	95.801	17.087	18.011	23.355
6264	2972.543	6890.328	10810.781	1308.614	1309.833	1308.325
7043	8683.574	12940.488	17192.838	1424.231	1424.378	1422.902
7052	−21.680	387.083	797.666	137.781	137.389	139.518
7057	217.169	507.375	803.842	100.208	102.060	98.289