Dataset

Training +

Validation

Examples

Accuracy (%)

G-measure

NB

ID3

MLP

ECL

NB

ID3

MLP

ECL

Avg ± sd

Max

Avg ± sd

Max

Parity-1

64 + 64

50.0

50.0

50.0

66.6 ± 6.64

75.0

0.000

0.000

0.000

0.666 ± 0.066

0.750

Parity-2

60 + 4

50.0

50.0

50.0

3.8 ± 8.93

25.0

0.000

0.000

0.000

0.000 ± 0.000

0.000