Machine Learning
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Imbalanced Learning
Quick Definition
Handling datasets with unequal class distributions
Full Definition
Techniques for handling datasets where classes are not equally represented.
Examples
SMOTE, class weighting, undersampling, ensemble methods
Related Terms
classification
resampling
More Machine Learning Terms
ARIMA
Statistical model for time series analysis and forecasting
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training
Supervised Learning
Learning from labeled training data with input-output pairs
Feature Engineering
Creating and transforming input variables to improve performance
Margin
Distance between decision boundary and nearest data points
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin