Balance
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	7,400	2,104	0,086	0,661	0,659
	MEFES	0,758	2,118	0,101	0,633	0,725
5nn	AprioriSD	8,400	2,282	0,0751	0,5561	0,6716
	MEFES	0,772	1,510	0,0827	0,5328	0,7162
10nn	AprioriSD	9,200	2,369	0,0768	0,5601	0,6885
	MEFES	0,336	0,712	0,0800	0,5499	0,7041
German
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	10,000	3,100	0,0274	0,2884	0,6645
	MEFES	14,725	14,096	0,0277	0,2813	0,6864
5nn	AprioriSD	10,000	3,225	0,0209	0,2730	0,6361
	MEFES	14,200	14,152	0,0205	0,2644	0,6557
10nn	AprioriSD	10,000	3,280	0,0222	0,2296	0,6522
	MEFES	15,400	14,344	0,0221	0,2216	0,6628
Heart
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	10,000	2,360	0,1149	0,7227	0,7438
	MEFES	8,400	10,206	0,1278	0,6718	0,8249
5nn	AprioriSD	10,000	2,460	0,1066	0,6865	0,7373
	MEFES	7,880	10,363	0,1227	0,6373	0,8324
10nn	AprioriSD	10,000	2,260	0,0911	0,6698	0,7002
	MEFES	6,360	10,019	0,1053	0,6202	0,7812
Iris
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	15,000	2,400	0,1690	0,8160	0,8875
	MEFES	1,280	0,915	0,1724	0,8013	0,9347
5nn	AprioriSD	15,000	2,493	0,1634	0,7907	0,8904
	MEFES	1,920	1,954	0,1647	0,7680	0,9382
10nn	AprioriSD	15,000	2,453	0,1450	0,7320	0,8378
	MEFES	1,826	1,533	0,1490	0,7187	0,8878
Magic
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	10,000	2,280	0,0403	0,3974	0,7509
	MEFES	7,640	7,636	0,0432	0,3952	0,7649
5nn	AprioriSD	10,000	2,240	0,0430	0,4361	0,7389
	MEFES	8,500	8,082	0,0452	0,4337	0,7533
10nn	AprioriSD	10,000	2,200	0,0408	0,4345	0,7232
	MEFES	7,740	8,024	0,0421	0,4327	0,7353
Monk-2
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	8,800	1,772	-0,0056	0,2681	0,3134
	MEFES	17,780	4,547	0,0389	0,2101	0,4049
5nn	AprioriSD	8,600	1,767	-0,0108	0,2600	0,2945
	MEFES	17,120	4,587	0,0327	0,2043	0,3818
10nn	AprioriSD	9,000	1,778	-0,0067	0,2703	0,3154
	MEFES	17,040	4,533	0,0336	0,2042	0,4010
New-Thyroid
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	15,000	2,160	0,0960	0,7626	0,8409
	MEFES	7,880	3,194	0,1056	0,7168	0,9295
5nn	AprioriSD	15,000	2,227	0,0928	0,7390	0,7974
	MEFES	10,732	3,777	0,0945	0,6550	0,9148
10nn	AprioriSD	15,000	2,333	0,0881	0,7086	0,7741
	MEFES	10,854	4,507	0,0957	0,6432	0,9350
Nursery
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	15,000	2,933	0,0645	0,3203	0,8254
	MEFES	5,532	4,930	0,0655	0,3188	0,8558
5nn	AprioriSD	15,000	2,933	0,0597	0,3047	0,7843
	MEFES	12,146	7,064	0,0587	0,2892	0,8267
10nn	AprioriSD	15,000	2,933	0,0567	0,2909	0,7786
	MEFES	11,936	7,347	0,0545	0,2745	0,7971
Page-Blocks
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	6,000	2,000	0,0490	0,7138	0,9363
	MEFES	14,766	7,494	0,0517	0,7078	0,9542
5nn	AprioriSD	6,000	2,000	0,0401	0,6066	0,9094
	MEFES	16,100	7,514	0,0422	0,6002	0,9380
10nn	AprioriSD	6,000	2,000	0,0396	0,6066	0,9169
	MEFES	15,866	7,501	0,0416	0,6024	0,9317
Penbased
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	17,400	2,069	0,0454	0,7835	0,2315
	MEFES	30,362	8,224	0,0451	0,5762	0,3300
5nn	AprioriSD	17,400	2,068	0,0427	0,7601	0,2257
	MEFES	32,520	7,843	0,0405	0,5291	0,3242
10nn	AprioriSD	14,600	2,109	0,0416	0,7550	0,2254
	MEFES	31,064	8,093	0,0382	0,5132	0,3178
Phoneme
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	10,000	2,460	0,0554	0,3453	0,7711
	MEFES	5,000	4,063	0,0565	0,3411	0,7936
5nn	AprioriSD	10,000	2,460	0,0533	0,3391	0,7669
	MEFES	4,580	4,830	0,0538	0,3362	0,7791
10nn	AprioriSD	10,000	2,480	0,0508	0,3363	0,7493
	MEFES	4,000	4,294	0,0514	0,3328	0,7632
Pima
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	10,000	2,500	0,0473	0,3798	0,7352
	MEFES	3,540	5,257	0,0511	0,3711	0,7513
5nn	AprioriSD	10,000	2,460	0,0457	0,3486	0,7338
	MEFES	3,100	5,432	0,0476	0,3403	0,7495
10nn	AprioriSD	9,600	2,535	0,0417	0,4051	0,6975
	MEFES	2,090	3,369	0,0427	0,3951	0,7037
Segment
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	34,400	2,633	0,0772	0,6538	0,8229
	MEFES	13,888	9,015	0,0775	0,6483	0,8761
5nn	AprioriSD	35,000	2,720	0,0791	0,6797	0,7622
	MEFES	19,574	11,871	0,0793	0,6715	0,8180
10nn	AprioriSD	35,000	2,657	0,0762	0,6620	0,7361
	MEFES	20,424	11,872	0,0760	0,6500	0,7837
Shuttle
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	4,200	1,520	-0,0031	0,2400	0,2546
	MEFES	18,316	5,509	0,0000	0,1429	0,1854
5nn	AprioriSD	4,200	1,520	-0,0031	0,2400	0,2546
	MEFES	18,316	5,509	0,0000	0,1429	0,0857
10nn	AprioriSD	4,200	1,520	-0,0031	0,2400	0,2546
	MEFES	18,316	5,509	0,0000	0,1429	0,1854
Zoo
Noise	Alg	nR	nV	UNUS	SENS	CCNF
0nn	AprioriSD	35,000	3,674	0,0977	0,8714	0,7911
	MEFES	9,826	5,328	0,0968	0,8205	0,8248
5nn	AprioriSD	35,000	4,189	0,0879	0,7507	0,6234
	MEFES	16,858	8,035	0,0808	0,6229	0,6646
10nn	AprioriSD	35,000	3,920	0,0859	0,7989	0,6999
	MEFES	17,992	8,197	0,0831	0,7276	0,7041