Table 9.
Performance of the production/non-productive binary classifiers
Method
AUC
CA
F1
Precision
Recall
kNN
0.607
0.617
0.607
0.601
0.617
SVM
0.747
0.756
0.753
0.751
0.756
Neural Network
0.783
0.772
0.770
0.769
0.772
Logistic Regression
0.793
0.743
0.742
0.741
0.743
Method
AUC
CA
F1
Precision
Recall
kNN
0.607
0.617
0.607
0.601
0.617
SVM
0.747
0.756
0.753
0.751
0.756
Neural Network
0.783
0.772
0.770
0.769
0.772
Logistic Regression
0.793
0.743
0.742
0.741
0.743
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