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
Contrastive Learning
Self-supervised learning by contrasting data pairs
Machine Learning
AI subset where systems learn patterns from data
Cross-Validation
Evaluating model performance with multiple data splits
DBSCAN
Density-based clustering finding clusters of varying shapes
XGBoost
Optimized gradient boosting library for structured data
Model Selection
Choosing the best ML model from candidates