Table 7 Macro-F1 of seven algorithms... | Emerald Publishing

Table 7

Macro-F1 of seven algorithms using SVM on different datasets.

Dataset	Mim	JMI	mRMR	CIFE	RelaxFS	CFR	WCFR
Vehicle	0.6337	0.6094	0.6076	0.6348	0.6194	0.6337	0.6381
Sonar	0.7664	0.7839	0.7683	0.7645	0.7738	0.7805	0.7862
Mfeatfac	0.8533	0.8862	0.8932	0.8820	0.8982	0.8996	0.9015
Semeion	0.5769	0.6255	0.6455	0.6237	0.6722	0.6584	0.6708
Isolet	0.3915	0.5935	0.6047	0.5599	0.6691	0.6812	0.7069
CANE9	0.7027	0.7218	0.7210	0.6768	0.7284	0.7267	0.7335
ORL	0.3698	0.5268	0.5286	0.3582	0.5300	0.5092	0.5228
Coil20	0.6063	0.8430	0.8622	0.8611	0.8897	0.8749	0.8943
WarpPIE10p	0.7703	0.8466	0.8542	0.8561	0.8577	0.8591	0.8698
TOX 171	0.6404	0.7376	0.7504	0.7436	0.7764	0.7988	0.7985

Dataset	Mim	JMI	mRMR	CIFE	RelaxFS	CFR	WCFR
Vehicle	0.6337	0.6094	0.6076	0.6348	0.6194	0.6337	0.6381
Sonar	0.7664	0.7839	0.7683	0.7645	0.7738	0.7805	0.7862
Mfeatfac	0.8533	0.8862	0.8932	0.8820	0.8982	0.8996	0.9015
Semeion	0.5769	0.6255	0.6455	0.6237	0.6722	0.6584	0.6708
Isolet	0.3915	0.5935	0.6047	0.5599	0.6691	0.6812	0.7069
CANE9	0.7027	0.7218	0.7210	0.6768	0.7284	0.7267	0.7335
ORL	0.3698	0.5268	0.5286	0.3582	0.5300	0.5092	0.5228
Coil20	0.6063	0.8430	0.8622	0.8611	0.8897	0.8749	0.8943
WarpPIE10p	0.7703	0.8466	0.8542	0.8561	0.8577	0.8591	0.8698
TOX 171	0.6404	0.7376	0.7504	0.7436	0.7764	0.7988	0.7985