Machine Learning
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Margin
Quick Definition
Distance between decision boundary and nearest data points
Full Definition
The distance between the decision boundary and the nearest data points in support vector machine classifiers.
Examples
SVM optimization, maximum margin classifiers, generalization
Related Terms
support-vector-machine
kernel-trick
classification
More Machine Learning Terms
Batch Normalization
Normalizing layer inputs to stabilize and speed up training
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin
Imbalanced Learning
Handling datasets with unequal class distributions
Markov Chain
Stochastic model where events depend only on previous state
Feature Engineering
Creating and transforming input variables to improve performance
Kernel Trick
Transforming data to higher dimensions for linear separability