Research Article

A Learning Framework of Nonparallel Hyperplanes Classifier

Table 2

The detailed characteristics of the datasets.

Data #Ins #Fea #class Data #Ins #Fea #class

Hepatitis 155 19 2 Votes 435 16 2
WBPC 198 34 2 Sonar 208 60 2
Heart-statlog 270 13 2 BUPA 345 6 2
Pima-Indian 768 8 2 CMC 1473 9 2
Australian 690 14 2 Iris 150 3 4
Wine 178 3 13 Ecoli 336 8 8
Vowel 528 11 10 Glass 214 6 13
Vehicle 846 4 18 Car 1728 6 4
Segment 2310 7 19 Satimage 4435 6 36

#Ins is the number of the training points; #attributes is the number of attributes; #class is the number of class.