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

0.030

0.058

0.999

4.694

22975.56

39178.38

2'57''

Hybrid Networks

SVM GA inputs

1000

100

0

0

100

0.347

0.664

0.999

5.5709

10152.80

17374.04

23 h 52'35''

SVM GA all layers

500

100

0

0

100

0.863

2.852

0.999

44.961

7748.79

12858.68

2 h 25'02''

SVM GA all layers

1000

100

0

0

100

0.504

1.488

0.999

29.248

7322.56

7284.53

3 h 31'35''