Imbalanced Learning Based on Logistic Discrimination

Table 1

The description of experimental data sets.

	Data sets	#Degree	#Exs	#Attrs	#Cls
d1	Anneal	0.0445	898	39	6
d2	Audiology	0.0885	226	70	24
d3	Autos	0.1073	205	26	7
d4	Breast-Wisconsin	0.3448	699	11	2
d5	Breast-cancer	0.2972	286	10	2
d6	Car	0.0376	1728	7	4
d7	Flag	0.0876	194	28	6
d8	Glass	0.0607	214	10	7
d9	Hepatitis	0.2065	155	20	2
d10	Horse-colic	0.3696	368	23	2
d11	Ionosphere	0.3589	351	35	2
d12	Solar-flare	0.0781	333	11	8
d13	Splice	0.2404	3190	62	3
d14	Yeast	0.0134	1480	9	10