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