class imbalance problem in machine learning
36088
Class imbalance in Supervised Machine Learning
146981
Using Softmax activation function for multi-class classification
66215
Training a decision tree against unbalanced data
151342
Is there an optimal loss function for dealing with imbalanced classes?
116610
Filtering and Replacing outliers
70425
Valid references on origins of Machine Learning, Statistical Learning and Data Mining
36580
Outlier Detection on skewed Distributions
44904
Neural Networks input data normalization and centering
58047
Decision Trees and Regression - Can predicted values be outside range of training data?
6714
What is the root cause of the class imbalance problem?
42256
Binary classification with strongly unbalanced classes
114625
Model selection and cross-validation: The right way
89330
Machine Learning - Where is the difference between one-class, binary-class and multinominal-class classification?
94048
ROC vs Precision-recall curves on imbalanced dataset
74123
Features for time series classification
42617
Why does logistic regression become unstable when classes are well-separated?
20173
hard voting, soft voting in ensemble based methods