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Table 1 Prediction accuracies for decision trees (C5.0), SVMs, and Random Forests.

From: Local protein structure prediction using discriminative models

Classifier accuracy Single Seq (5000 samples) HSSP Profiles (5000 samples) Property profiles (5000 samples) Property profiles (20000 samples)
C5.0 - 0.2320 - -
SVM 0.2955 0.3038 0.3426 0.3615
SVM (prob. estim.) - - 0.2900 -
Random Forest 0.3024 0.3001 0.3102 0.3409