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Table 9 F-measure of each algorithm for the best score (five-fold nested cross-validation)

From: Student placement and skill ranking predictors for programming classes using class attitude, psychological scales, and code metrics

Algorithm

F-measure

Support Vector Machine (RBF Kernel)

0.911528

Random Forest

0.882026

Support Vector Machine (Linear Kernel)

0.885752

Logistic Regression

0.872234

Decision Tree

0.912308

k-Nearest Neighbors

0.909317