Is it possible for a binary classifier to have lower accuracy, macrof1 and binaryf1 but higher ROC AUC?
103820
Why is AUC higher for a classifier that is less accurate than for one that is more accurate?
54989
Why is binary cross entropy (or log loss) used in autoencoders for non-binary data
150758
How does cross-validation overcome the overfitting problem?
118331
How to interpret margin of error in a non-binary poll?
109407
ROC curve and confusion matrix in classifier performance evaluation
33816
Calculation of AUC value from ROC Curve
136012
why boosting method is sensitive to outliers
111645
Cut-off point in a ROC curve. Is there a simple function?
68925
Varying behavior for possible loss of precision
126595
Does feature selection help improve the performance of machine learning?
98728
Random forest is overfitting?
123308
How to interpret a ROC curve?
142784
For linear classifiers, do larger coefficients imply more important features?
32497
Why isn't the ROC curve naturally plotted in 3D?
12090
On Negative AIC Values
11139
Why AUC =1 even classifier has misclassified half of the samples?
35937
Softmax vs Sigmoid function in Logistic classifier?