Adult
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	4.185	0.005	0.770	0.599
	IV	3.550	0.004	0.771	0.595
	KNN	4.185	0.005	0.770	0.599
MESDIF	CMC	83.267	0.013	0.412	0.578
	IV	90.424	0.012	0.359	0.682
	KNN	90.494	0.014	0.428	0.590
NMEEF-SD	CMC	84.217	0.046	0.871	0.835
	IV	75.231	0.046	0.874	0.827
	KNN	84.217	0.046	0.871	0.835
Bands
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	0.781	0.014	0.462	0.420
	IV	0.719	0.014	0.402	0.450
	KNN	1.102	0.020	0.727	0.469
MESDIF	CMC	0.345	0.004	0.306	0.522
	IV	0.222	0.004	0.181	0.356
	KNN	2.989	0.021	0.521	0.745
NMEEF-SD	CMC	1.065	0.031	0.977	0.619
	IV	0.636	0.024	0.987	0.652
	KNN	0.823	0.024	0.982	0.610
Breast
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	0.574	-0.002	0.494	0.516
	IV	0.606	0.004	0.523	0.545
	KNN	0.644	0.001	0.505	0.545
MESDIF	CMC	1.167	0.024	0.288	0.575
	IV	0.705	0.016	0.282	0.479
	KNN	0.675	0.019	0.281	0.505
NMEEF-SD	CMC	0.366	0.052	0.837	0.774
	IV	0.445	0.057	0.833	0.788
	KNN	0.366	0.052	0.837	0.774
Cleveland
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	3.049	0.033	0.392	0.220
	IV	3.045	0.032	0.397	0.239
	KNN	3.031	0.033	0.392	0.220
MESDIF	CMC	1.608	0.016	0.221	0.250
	IV	1.419	0.015	0.205	0.218
	KNN	1.429	0.017	0.206	0.225
NMEEF-SD	CMC	3.327	0.115	0.903	0.730
	IV	3.318	0.116	0.889	0.737
	KNN	3.331	0.116	0.910	0.730
Crx
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	0.020	0.000	0.995	0.500
	IV	0.019	0.000	0.995	0.500
	KNN	0.020	0.000	0.995	0.500
MESDIF	CMC	3.417	0.031	0.472	0.617
	IV	3.838	0.035	0.439	0.649
	KNN	2.831	0.026	0.489	0.594
NMEEF-SD	CMC	6.943	0.129	0.881	0.802
	IV	8.698	0.158	0.854	0.852
	KNN	6.833	0.127	0.880	0.796
Dermatology
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	4.563	0.010	0.690	0.158
	IV	4.507	0.010	0.691	0.158
	KNN	4.563	0.010	0.701	0.158
MESDIF	CMC	0.046	0.000	0.057	0.115
	IV	0.040	0.000	0.024	0.065
	KNN	0.000	0.000	0.029	0.116
NMEEF-SD	CMC	9.246	0.165	0.935	0.846
	IV	9.107	0.166	0.926	0.853
	KNN	9.246	0.165	0.935	0.846
Hepatitis
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	1.448	0.019	0.885	0.537
	IV	0.769	0.059	0.855	0.614
	KNN	1.448	0.019	0.885	0.640
MESDIF	CMC	0.000	0.000	0.000	0.000
	IV	0.000	0.000	0.000	0.000
	KNN	0.000	0.000	0.000	0.000
NMEEF-SD	CMC	0.755	0.071	0.885	0.865
	IV	0.355	0.054	0.852	0.910
	KNN	0.721	0.068	0.871	0.894
Horse-Colic
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	0.865	-0.025	0.908	0.489
	IV	0.000	0.000	0.100	0.100
	KNN	0.594	-0.025	0.991	0.510
MESDIF	CMC	0.053	0.000	0.065	0.280
	IV	0.000	0.000	0.000	0.000
	KNN	0.095	0.000	0.002	0.033
NMEEF-SD	CMC	2.499	0.077	0.824	0.723
	IV	0.000	0.000	0.268	0.310
	KNN	1.917	0.078	0.885	0.730
Housevotes
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	15.060	0.160	0.811	0.894
	IV	6.258	0.139	0.809	0.807
	KNN	14.644	0.164	0.803	0.888
MESDIF	CMC	5.815	0.063	0.294	0.834
	IV	2.691	0.058	0.287	0.501
	KNN	14.625	0.142	0.698	0.941
NMEEF-SD	CMC	7.433	0.174	0.962	0.878
	IV	5.907	0.231	0.971	0.971
	KNN	7.037	0.169	0.955	0.869
Mammographic
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	21.449	0.145	0.924	0.624
	IV	15.108	0.113	0.742	0.610
	KNN	20.998	0.144	0.929	0.645
MESDIF	CMC	5.049	0.032	0.561	0.605
	IV	5.746	0.028	0.510	0.502
	KNN	7.757	0.047	0.548	0.583
NMEEF-SD	CMC	7.600	0.156	0.990	0.641
	IV	9.713	0.163	0.987	0.620
	KNN	7.574	0.156	0.990	0.641
Mushroom
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	190.465	0.083	0.452	0.630
	IV	100.112	0.081	0.471	0.650
	KNN	190.465	0.083	0.452	0.630
MESDIF	CMC	19.349	0.011	0.050	0.480
	IV	13.612	0.009	0.044	0.475
	KNN	19.349	0.011	0.050	0.480
NMEEF-SD	CMC	72.794	0.144	0.863	0.764
	IV	87.987	0.142	0.802	0.900
	KNN	84.029	0.154	0.843	0.804
Wisconsin
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	18.153	0.110	0.628	0.707
	IV	20.474	0.138	0.812	0.849
	KNN	18.837	0.120	0.739	0.784
MESDIF	CMC	19.366	0.118	0.751	0.861
	IV	18.890	0.119	0.767	0.857
	KNN	18.838	0.114	0.710	0.892
NMEEF-SD	CMC	10.468	0.167	0.943	0.924
	IV	10.854	0.174	0.945	0.930
	KNN	10.459	0.167	0.943	0.923
AVERAGE RESULTS
Algorithm	MV-method	SIGN	UNUS	SENS	FCNF
SDIGA	CMC	21.718	0.046	0.701	0.525
	IV	12.931	0.050	0.631	0.510
	KNN	21.711	0.048	0.741	0.549
MESDIF	CMC	11.623	0.026	0.290	0.477
	IV	11.466	0.025	0.258	0.399
	KNN	13.257	0.034	0.330	0.475
NMEEF-SD	CMC	17.226	0.111	0.906	0.783
	IV	17.688	0.111	0.849	0.779
	KNN	18.046	0.110	0.908	0.788