Precision—Recall curves of each inference method for different sample sizes.
<p>(a) 50 (b) 100 (c) 500 (d) 1000. The TPR/PPV compromise achieved for λ<sup>*</sup> corresponding to a stability of 0.9 is shown with a circle, the one achieved by a mean stability across methods of 0.9 is shown with a square. Whenever the selected λ is the same, the circle and t...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2024
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| الموضوعات: | |
| الوسوم: |
إضافة وسم
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| الملخص: | <p>(a) 50 (b) 100 (c) 500 (d) 1000. The TPR/PPV compromise achieved for λ<sup>*</sup> corresponding to a stability of 0.9 is shown with a circle, the one achieved by a mean stability across methods of 0.9 is shown with a square. Whenever the selected λ is the same, the circle and the square are replaced with a diamond. Finally, note that COZINE relies on minimization of a BIC criteria (shown with a triangle) rather than on the resampling-based stability selection to choose the regularization parameter.</p> |
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