Why imbalance in the data set is an issue in data mining and machine learning?
23761
When is unbalanced data really a problem in Machine Learning?
42624
Class imbalance strategies
18820
For imbalanced classification, should the validation dataset be balanced?
31300
Does an unbalanced sample matter when doing logistic regression?
129280
Neural networks: why do we randomize the training set?
136012
why boosting method is sensitive to outliers
6714
What is the root cause of the class imbalance problem?
17469
weighted cross entropy for imbalanced dataset - multiclass classification
57060
Is normalizing the features always good for classification?
91625
Classification/evaluation metrics for highly imbalanced data
70425
Valid references on origins of Machine Learning, Statistical Learning and Data Mining
36580
Outlier Detection on skewed Distributions
15196
Why scaling is important for the linear SVM classification?
66215
Training a decision tree against unbalanced data
61083
Why is Newton's method not widely used in machine learning?
81007
Help me understand Support Vector Machines
85497
Parametric vs non-parametric machine learning methods