Network

Active Confusion Matrix

Performance

Time

Epochs

0→0

0→1

1→0

1→1

MSE

NMSE

r

%error

AIC

MDL

SVM

1000

100

0

0

100

0.035

0.066

0.980

4.8573

23016.76

39248.53

1'58''

Hybrid Networks

SVM GA inputs

1000

100

0

0

100

0.063

0.121

0.967

5.6987

9334.31

16548.43

16 h 04'45''

SVM GA all layers

500

100

0

0

100

1.019

1.949

0.877

38.1475

15523.37

25442.78

2 h 07'05''

SVM GA all layers

1000

100

0

0

100

0.159

0.305

0.948

14.0502

14217.54

24136.95

2 h 50'40''