Training binary classifiers with huge dataset with mostly negative examples
36088
Class imbalance in Supervised Machine Learning
150758
How does cross-validation overcome the overfitting problem?
94250
Comprehensive list of activation functions in neural networks with pros/cons
20173
hard voting, soft voting in ensemble based methods
42624
Class imbalance strategies
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?
131954
Choosing IRLS over gradient descent in logistic regression
126666
Raw data outperforms Z-score transformed data in SVM classification
123000
how to improve LBP operator by reducing feature dimension
51420
Evaluating multiclass imbalanced problem per class
34193
Linear programming - Maximizing negative objective function
73139
Flexible and inflexible models in machine learning
41200
Understanding Naive Bayes
151342
Is there an optimal loss function for dealing with imbalanced classes?
143594
How to prepare a 2x2 Confusion matrix for binary classifier, without code
103651
When should we consider a dataset as imbalanced?
34949
Generating a high-dimensional dataset where nearest neighbor becomes meaningless