How do you use a ROC curve to optimize a random forest classifier?
62512
Understanding ROC curve
111645
Cut-off point in a ROC curve. Is there a simple function?
70819
Why do Random forest and XGBoost gives different importance weight on the same set of features?
32497
Why isn't the ROC curve naturally plotted in 3D?
81007
Help me understand Support Vector Machines
98728
Random forest is overfitting?
67179
AUC and class imbalance in training/test dataset
103820
Why is AUC higher for a classifier that is less accurate than for one that is more accurate?
118742
How is a splitting point chosen for continuous variables in decision trees?
109407
ROC curve and confusion matrix in classifier performance evaluation
50549
Why is ROC AUC equivalent to the probability that two randomly-selected samples are correctly ranked?
121252
Interpreting output of importance of a random forest object in R
69831
Obtaining knowledge from a random forest
151342
Is there an optimal loss function for dealing with imbalanced classes?
125054
How does gradient boosting calculate probability estimates?
80251
Compare classification performance of two heuristics
132761
independent variables in Random forest model