How to deal with Class imbalance problem for classification algorithms?
42256
Binary classification with strongly unbalanced classes
115455
What is the correct way to use train, validation and test set when comparing classifiers?
20173
hard voting, soft voting in ensemble based methods
113807
Testing Classification on Oversampled Imbalance Data
94048
ROC vs Precision-recall curves on imbalanced dataset
50274
The neural network is not learning properly
109407
ROC curve and confusion matrix in classifier performance evaluation
136197
Normalizing the final weights vector in the upper bound on the Perceptron's convergence
73596
How to Classify an Image in a Class and a Subclass?
17469
weighted cross entropy for imbalanced dataset - multiclass classification
39736
Regularization methods for logistic regression
81133
Adaboost vs Gradient Boosting
107366
How to set class weights for imbalanced classes in Keras?
156676
How to compare features and classifiers which achieve perfect accuracy?
10993
What should I do when my neural network doesn't generalize well?
105377
Feature selection with Random Forests
64602
Logistic regression: class probabilities