Table 1: Result of the performance metrics of the algorithms in WEKA.
|
|
Accuracy |
Recall |
F1-Score |
Precision |
||||
|
|
10-fold split |
70% split |
10-fold split |
70% split |
10-fold split |
70% split |
10-fold split |
70% split |
|
DT |
0.933 |
0.935 |
0.933 |
0.927 |
0.929 |
0.931 |
0.926 |
0.936 |
|
SVM |
0.981 |
0.977 |
0.976 |
0.973 |
0.98 |
0.975 |
0.983 |
0.978 |
|
MLP |
0.976 |
0.977 |
0.963 |
0.975 |
0.965 |
0.975 |
0.966 |
0.975 |
|
NB |
0.926 |
0.918 |
0.92 |
0.917 |
0.921 |
0.914 |
0.922 |
0.912 |
|
R F |
0.965 |
0.971 |
0.956 |
0.968 |
0.962 |
0.969 |
0.967 |
0.971 |