Machine Learning
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Support Vector Machine
Quick Definition
Finding optimal hyperplane to separate classes with max margin
Full Definition
A supervised learning algorithm finding the optimal hyperplane to separate classes with maximum margin.
Examples
text classification, image classification, bioinformatics
Related Terms
kernel-trick
classification
More Machine Learning Terms
Machine Learning
AI subset where systems learn patterns from data
Multi-Task Learning
Training one model for multiple related tasks simultaneously
CatBoost
Gradient boosting library with native categorical feature support
DBSCAN
Density-based clustering finding clusters of varying shapes
Semi-Supervised Learning
Combining small labeled datasets with large unlabeled data
Learning Rate
Hyperparameter controlling gradient descent step size