Is loss or accuracy a more appropriate measure of performance for a classifier?
20531
Why is accuracy not the best measure for assessing classification models?
145878
Overfitting on the loss graph, but not the accuracy graph
110656
The Two Cultures: statistics vs. machine learning?
150758
How does cross-validation overcome the overfitting problem?
151342
Is there an optimal loss function for dealing with imbalanced classes?
80251
Compare classification performance of two heuristics
104621
On the hardness of data to learn
108205
Should I use a categorical cross-entropy or binary cross-entropy loss for binary predictions?
135987
Better accuracy with validation set than test set
142959
Do we still need to do feature selection while using Regularization algorithms?
53204
Can weight decay be higher than learning rate
145064
Techniques to detect overfitting
76216
Should I use multi-label classification?
95663
How to interpret Mean Decrease in Accuracy and Mean Decrease GINI in Random Forest models
16134
Determine accuracy of model which estimates probability of event
58047
Decision Trees and Regression - Can predicted values be outside range of training data?
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?