Table 6 Average selected feature ratio...

Table 6

Average selected feature ratio by different algorithms.

Dataset	HBBESPO	BBA	EPSO	BGWO2	BDA	BGA	HBEPSOB
Zoo	0.318	0.512	0.356	0.473	0.331	0.412	0.356
Wine EW	0.392	0.538	0.4	0.516	0.338	0.315	0.292
IonosphereEW	0.376	0.526	0.388	0.541	0.397	0.402	0.426
WaveformEW	0.661	0.664	0.709	1	0.666	0.676	0.742
BreastEW	0.325	0.480	0.241	0.470	0.283	0.290	0.270
Breastcancer	0.477	0.511	0.511	0.644	0.422	0.566	0.500
Congress	0.318	0.493	0.325	0.575	0.337	0.412	0.343
Exactly	0.500	0.538	0.507	0.576	0.507	0.561	0.561
Exactly2	0.392	0.546	0.492	0.800	0.392	0.400	0.407
HeartEW	0.384	0.492	0.407	0.430	0.407	0.415	0.391
KrvskpEW	0.467	0.513	0.502	0.633	0.475	0.530	0.541
M-of-n	0.476	0.446	0.476	0.923	0.530	0.576	0.546
SonarEW	0.413	0.521	0.463	0.533	0.413	0.42	0.45
SpectEW	0.424	0.481	0.463	0.529	0.454	0.425	0.415
Tic-tac-toe	0.511	0.577	0.666	0.866	0.555	0.511	0.622
Lymphography	0.355	0.461	0.416	0.535	0.438	0.4	0.388
Dermatology	0.470	0.494	0.511	0.544	0.411	0.479	0.485
Echocardiogram	0.216	0.508	0.266	0.483	0.233	0.283	0.218
Hepatitis	0.231	0.515	0.321	0.431	0.273	0.231	0.273
LungCancer	0.348	0.498	0.423	0.526	0.353	0.380	0.362

Average	0.403	0.516	0.442	0.601	0.411	0.434	0.429

Dataset	HBBESPO	BBA	EPSO	BGWO2	BDA	BGA	HBEPSOB
Zoo	0.318	0.512	0.356	0.473	0.331	0.412	0.356
Wine EW	0.392	0.538	0.4	0.516	0.338	0.315	0.292
IonosphereEW	0.376	0.526	0.388	0.541	0.397	0.402	0.426
WaveformEW	0.661	0.664	0.709	1	0.666	0.676	0.742
BreastEW	0.325	0.480	0.241	0.470	0.283	0.290	0.270
Breastcancer	0.477	0.511	0.511	0.644	0.422	0.566	0.500
Congress	0.318	0.493	0.325	0.575	0.337	0.412	0.343
Exactly	0.500	0.538	0.507	0.576	0.507	0.561	0.561
Exactly2	0.392	0.546	0.492	0.800	0.392	0.400	0.407
HeartEW	0.384	0.492	0.407	0.430	0.407	0.415	0.391
KrvskpEW	0.467	0.513	0.502	0.633	0.475	0.530	0.541
M-of-n	0.476	0.446	0.476	0.923	0.530	0.576	0.546
SonarEW	0.413	0.521	0.463	0.533	0.413	0.42	0.45
SpectEW	0.424	0.481	0.463	0.529	0.454	0.425	0.415
Tic-tac-toe	0.511	0.577	0.666	0.866	0.555	0.511	0.622
Lymphography	0.355	0.461	0.416	0.535	0.438	0.4	0.388
Dermatology	0.470	0.494	0.511	0.544	0.411	0.479	0.485
Echocardiogram	0.216	0.508	0.266	0.483	0.233	0.283	0.218
Hepatitis	0.231	0.515	0.321	0.431	0.273	0.231	0.273
LungCancer	0.348	0.498	0.423	0.526	0.353	0.380	0.362

Average	0.403	0.516	0.442	0.601	0.411	0.434	0.429

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