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. 2025 Jan 25;15:3235. doi: 10.1038/s41598-025-87767-1

Table 3.

Model classification report for parallel ensemble method.

Statistical analysis Accuracy (%) Precision (%) Recall (%) F1-score (%) MCC (%) AUC_ROC (%) AUC_PR (%)
Decision slump 69.92 57.14 53.93 55.49 32.84 66.19 66.55
J48 77.54 77.59 50.28 61.02 48.38 71.24 71.21
CART 78.52 77.60 54.19 63.82 50.82 72.89 76.93
RF 97.85 98.28 95.53 96.88 95.27 97.31 99.29