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

Table 2

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

Initial values
Feature
83	185.636	254.651	323.665	69.014	69.014	69.014
87	200.414	255.633	310.852	55.219	55.219	55.219
207	−164.730	−89.712	−14.693	75.018	75.018	75.018
355	−22.187	11.675	45.538	33.862	33.862	33.862
450	3384.316	4126.221	4868.126	741.905	741.905	741.905
546	1810.664	2396.104	2981.544	585.440	585.440	585.440
931	−148.675	−26.558	95.558	122.117	122.117	122.117
2164	865.360	1032.987	1200.614	167.627	167.627	167.627
2360	1107.608	1373.013	1638.418	265.405	265.405	265.405
2479	25.192	42.494	59.795	17.301	17.301	17.301
6264	5419.876	6722.623	8025.370	1302.747	1302.747	1302.747
7043	11535.574	12983.805	14432.037	1448.232	1448.232	1448.232
7052	259.998	393.052	526.106	133.054	133.054	133.054
7057	422.074	516.844	611.614	94.770	94.770	94.770