Table 11.
Results of the KNN classification model in different evaluation metrics.
Durations | Evaluation Metrics | |||
---|---|---|---|---|
Precision (%) | Recall (%) | F1-Score (%) | Support | |
Very Short | 81.962 | 78.665 | 80.280 | 8601 |
Short | 56.374 | 66.865 | 61.173 | 7916 |
Medium | 56.929 | 57.141 | 57.034 | 6974 |
Long | 81.373 | 62.268 | 70.550 | 4911 |
Macro Avg | 69.160 | 66.235 | 67.259 | 28,402 |
Weighted Avg | 68.582 | 67.256 | 67.564 | 28,402 |
Accuracy | 67.256% | 28,402 |