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. 2024 Jul 2;24(13):4313. doi: 10.3390/s24134313

Table 8.

Results of the XGBoost classification model in different evaluation metrics.

Durations Evaluation Metrics
Precision (%) Recall (%) F1-Score (%) Support
Very Short 99.379 98.582 98.979 8601
Short 97.555 98.295 97.923 7916
Medium 97.790 98.351 98.070 6974
Long 99.139 98.514 98.825 4911
Macro Avg 98.466 98.435 98.449 28,402
Weighted Avg 98.439 98.433 98.435 28,402
Accuracy 98.433% 28,402