Table 6 Comparison of accuracy of 5-fold cross validation of MSI-PTDM Ablation Experiment
From: Clinical assistant decision-making model of tuberculosis based on electronic health records
| Â | 1-Fold | 2-Fold | 3-Fold | 4-Fold | 5-Fold | Mean | STD |
|---|---|---|---|---|---|---|---|
MSI-PTDM | 0.9676 (0.9636, 0.9716) | 0.971 (0.9672, 0.9748) | 0.9735 (0.9699, 0.9771) | 0.9628 (0.9586, 0.967) | 0.9732 (0.9696, 0.9768) | 0.9696 (0.9657, 0.9735) | 0.0045 |
US-PTDM | 0.9451 (0.94, 0.9502) | 0.9485 (0.9436, 0.9534) | 0.9434 (0.9382, 0.9486) | 0.9431 (0.9379, 0.9483) | 0.9452 (0.9401, 0.9503) | 0.9451 (0.9433, 0.9469) | 0.0021 |
SS-PTDM | 0.9505 (0.9456, 0.9554) | 0.9471 (0.9421, 0.9521) | 0.9569 (0.9524, 0.9614) | 0.9498 (0.9449, 0.9547) | 0.9448 (0.9397, 0.9499) | 0.9498 (0.9458, 0.9538) | 0.0046 |