Table 2
Data treatment strategy results
Technique
Macro average
Validation loss
Validation accuracy
Computing time (s)
Precision
Recall
F1-score
Oversampling
0.75
0.77
0.76
0.29
0.82
9.9
Class weights
0.82
0.70
0.74
0.36
0.76
11.2
SMOTE
0.85
0.85
0.85
0.25
0.85
19.6
Technique
Macro average
Validation loss
Validation accuracy
Computing time (s)
Precision
Recall
F1-score
Oversampling
0.75
0.77
0.76
0.29
0.82
9.9
Class weights
0.82
0.70
0.74
0.36
0.76
11.2
SMOTE
0.85
0.85
0.85
0.25
0.85
19.6
Source(s):
Authors own work
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