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. 2024 Nov 15;24(22):7314. doi: 10.3390/s24227314

Table 14.

Confidence intervals of the medians of Precision, Recall, F1-Score, and Accuracy for 250, 500, 750, and 1000 iterations of bootstrap with 90%.

Metric Iterations Std. Dev. of Median
Differences
Confidence Interval Significance
Precision 250 0.10 [−0.1, 0.26] Non-Significant
500 0.09 [−0.06, 0.23] Non-Significant
750 0.09 [−0.06, 0.23] Non-Significant
1000 0.09 [−0.06, 0.23] Non-Significant
Recall 250 0.16 [0.07, 0.57] Significant
500 0.16 [0.07, 0.57] Significant
750 0.16 [0.07, 0.57] Significant
1000 0.15 [0.07, 0.57] Significant
F1-Score 250 0.11 [0.05, 0.39] Significant
500 0.11 [0.03, 0.39] Significant
750 0.11 [0.03, 0.38] Significant
1000 0.11 [0.03, 0.38] Significant
Accuracy 250 0.08 [−0.05, 0.24] Non-Significant
500 0.08 [0, 0.25] Non-Significant
750 0.08 [0, 0.24] Non-Significant
1000 0.08 [0, 0.24] Non-Significant