Machine Learning
136 views
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
Overfitting
When a model learns training data noise and fails on new data
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training
Learning Rate
Hyperparameter controlling gradient descent step size
AdaBoost
Combining weak classifiers with adaptive sample weighting
Hyperparameter Tuning
Finding optimal configuration values before training
Boosting
Sequentially combining weak learners correcting previous errors