Metrics

Requirement’s indicator

Classifier’s weight score

NB

DT

RT

RF

ANNs

Roc values

1

0.15

0.15

0.15

2/5

0.15

Accuracy

1

0.15

0.15

0.15

2/5

0.15

data imbalance problem handled

1

0.15

0.15

0.15

2/5

0.15

statistical significance

1

0.13

0.305

0.13

0.305

0.13

practicability and applicability of the model

1

0.15

2/5

0.15

0.15

0.15

simplicity of model interpretation

1

0.15

2/5

0.15

0.15

0.15

consistency to the established knowledge

1

0.15

2/5

0.15

0.15

0.15

algorithm’s simplicity in terms of time and space

1

0.15

2/5

0.15

0.15

0.15

$HMM\left(m,r\right)$ :

0.236

0.47

0.25

0.42

0.236