Research Article

Evolutionary Voting-Based Extreme Learning Machines

Table 1

Databases used in the experiments.

ā€‰ Database Number of training data Number of testing data Number of attributes Number of classes

UCI Balance 400 225 4 3
Diabetes 576 192 8 2
Digit 7494 3498 16 10
Hayes 132 28 4 3
Heart 100 170 13 2
Iris 100 50 4 3
Monk1 124 432 6 2
Monk2 169 432 6 2
Monk3 122 432 6 2
Sonar 100 108 60 2
Waveform 3000 2000 21 3
Wine 100 78 13 3

Face Combo 555 575 81 75
FERET 1280 1433 81 320
GTFD 400 350 81 50