AD ALTA
JOURNAL OF INTERDISCIPLINARY RESEARCH
1.009)
1.008)
7.283)
0.961)
0.927)
7.090)
SU
LOGIT
0.899
(0.879,
0.918)
0.883
(0.845,
0.922)
5.122
(4.378,
5.867)
0.897
(0.876,
0.917)
0.880
(0.832,
0.927)
5.036
(4.218,
5.854)
SU
CIT
0.938
(0.917,
0.959)
0.915
(0.868,
0.962)
6.261
(5.511,
7.012)
0.922
(0.900,
0.944)
0.883
(0.837,
0.929)
5.737
(4.915,
6.558)
SU
SVM
0.940
(0.905,
0.976)
0.920
(0.879,
0.961)
6.392
(5.258,
7.526)
0.926
(0.898,
0.953)
0.899
(0.864,
0.935)
5.937
(5.041,
6.834)
SU
RF
0.983
(0.952,
1.014)
0.998
(0.987,
1.009)
7.008
(6.647,
7.370)
0.937
(0.910,
0.964)
0.907
(0.872,
0.941)
6.293
(5.435,
7.152)
OneR
LOGIT
0.902
(0.884,
0.920)
0.889
(0.868,
0.909)
5.259
(4.665,
5.853)
0.900
(0.882,
0.917)
0.885
(0.861,
0.908)
5.143
(4.531,
5.756)
OneR
CIT
0.940
(0.924,
0.957)
0.920
(0.892,
0.947)
6.354
(5.802,
6.906)
0.924
(0.907,
0.941)
0.884
(0.850,
0.919)
5.837
(5.238,
6.437)
OneR
SVM
0.944
(0.916,
0.972)
0.923
(0.893,
0.953)
6.483
(5.630,
7.336)
0.928
(0.910,
0.946)
0.902
(0.883,
0.921)
6.023
(5.446,
6.599)
OneR
RF
0.986
(0.964,
1.008)
0.999
(0.993,
1.005)
7.046
(6.862,
7.230)
0.941
(0.924,
0.959)
0.911
(0.892,
0.929)
6.422
(5.869,
6.975)
SVM-RFE
LOGIT
0.900
(0.879,
0.921)
0.891
(0.870,
0.911)
5.211
(4.614,
5.807)
0.896
(0.877,
0.914)
0.882
(0.863,
0.901)
5.061
(4.462,
5.659)
SVM-RFE
CIT
0.956
(0.942,
0.970)
0.929
(0.898,
0.959)
6.806
(6.438,
7.174)
0.942
(0.927,
0.956)
0.890
(0.864,
0.915)
6.405
(5.966,
6.845)
SVM-RFE
SVM
0.958
(0.936,
0.980)
0.942
(0.918,
0.966)
6.783
(6.295,
7.271)
0.931
(0.913,
0.949)
0.911
(0.895,
0.928)
6.073
(5.482,
6.664)
SVM-RFE
RF
0.993
(0.977,
1.008)
1.000
(0.999,
1.001)
7.061
(7.061,
7.061)
0.960
(0.946,
0.973)
0.918
(0.899,
0.937)
6.894
(6.486,
7.303)
LR-RFE
LOGIT
0.896
(0.876,
0.916)
0.888
(0.870,
0.905)
5.112
(4.531,
5.693)
0.893
(0.873,
0.913)
0.879
(0.858,
0.901)
4.983
(4.389,
5.577)
LR-RFE
CIT
0.957
(0.943,
0.971)
0.931
(0.896,
0.965)
6.826
(6.425,
7.228)
0.941
(0.925,
0.958)
0.888
(0.849,
0.927)
6.402
(5.896,
6.909)
LR-RFE
SVM
0.956
(0.931,
0.981)
0.940
(0.916,
0.965)
6.747
(6.201,
7.293)
0.930
(0.914,
0.946)
0.910
(0.892,
0.928)
6.056
(5.527,
6.584)
LR-RFE
RF
0.995
(0.981,
1.009)
1.000
(0.999,
1.000)
7.061
(7.061,
7.061)
0.960
(0.948,
0.972)
0.918
(0.899,
0.936)
6.911
(6.609,
7.213)
RF-RFE
LOGIT
0.898
(0.877,
0.919)
0.890
(0.869,
0.910)
5.170
(4.562,
5.778)
0.893
(0.873,
0.914)
0.880
(0.860,
0.899)
4.992
(4.408,
5.575)
RF-RFE
CIT
0.958
(0.948,
0.969)
0.929
(0.900,
0.958)
6.854
(6.556,
7.152)
0.944
(0.931,
0.956)
0.890
(0.853,
0.926)
6.463
(6.089,
6.837)
RF-RFE
SVM
0.956
(0.931,
0.981)
0.941
(0.918,
0.964)
6.730
(6.177,
7.283)
0.930
(0.913,
0.946)
0.911
(0.893,
0.929)
6.049
(5.514,
6.584)
RF-RFE
RF
0.995
(0.982,
1.007)
1.000
(1.000,
1.000)
7.061
(7.061,
7.061)
0.961
(0.953,
0.970)
0.918
(0.901,
0.936)
6.954
(6.765,
7.143)
none
LOGIT
0.902
(0.883,
0.921)
0.896
(0.880,
0.913)
5.306
(4.743,
5.868)
0.897
(0.877,
0.916)
0.880
(0.860,
0.900)
5.071
(4.431,
5.711)
none
CIT
0.959
(0.944,
0.974)
0.929
(0.897,
0.960)
6.873
(6.459,
7.287)
0.945
(0.931,
0.960)
0.892
(0.854,
0.930)
6.515
(6.038,
6.992)
none
SVM
0.944
(0.923,
0.966)
0.933
(0.912,
0.955)
6.526
(5.998,
7.055)
0.919
(0.909,
0.930)
0.903
(0.886,
0.920)
5.717
(5.383,
6.051)
none
RF
0.995
(0.981,
1.009)
1.000
(1.000,
1.000)
7.061
(7.061,
7.061)
0.963
(0.956,
0.970)
0.919
(0.901,
0.937)
6.996
(6.873,
7.119)
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