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Table 3: 
Per-class and overall OvR test of AUC performance of the models
KIAA1549-BRAF Fusion versus the RestBRAF V600E Mutation versus the RestNon-BRAF versus the RestAverage
Radiomics features onlyAUC = 0.80 95% CI, 0.79–0.81AUC = 0.74 95% CI, 0.73–0.75AUC = 0.67 95% CI, 0.66–0.68AUC = 0.74 95% CI, 0.73–0.75
Clinical features onlyAUC = 0.75 95% CI, 0.74–0.7AUC = 0.62 95% CI, 0.61–0.63AUC = 0.63 95% CI, 0.62–0.6AUC = 0.67 95% CI, 0.66–0.68
Combined radiomics and clinical featuresAUC = 0.81 95% CI, 0.81–0.82AUC = 0.75 95% CI, 0.73–0.75AUC = 0.74  95% CI, 0.672–0.74AUC = 0.76 95% CI, 0.75–0.7)