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ROCs comparing random forest and SVM with different kernels. Sweeping across all binary classification tasks available in ML Repo (28), we compare ROCs of random forest, SVM with a radial kernel, and SVM with a linear kernel. AUCs are listed within plots and are colored respective to each model. cd: Crohn's disease; dz: dizygotic; mz: monozygotic; uc: ulcerative colitis.
