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Table 2 RF and SVM classifiers performance for grade

From: 7 Tesla magnetic resonance spectroscopic imaging predicting IDH status and glioma grading

  1. Comparison of random forest and SVM grade classifier results by applied thresholds. Best-performing single ratio classifier AUC values highlighted in orange; best-performing multi ratio classifier AUC values highlighted in blue; worst performance highlighted in red. For comparison, mean (1), median (2), and binomial (3) probability aggregation methods are shown, along with the raw probabilities of each voxels’ correct classification (4)
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Cancer Imaging

ISSN: 1470-7330

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