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
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors
Lasso Regression
Regularized regression using L1 penalty for feature selection
Model Selection
Choosing the best ML model from candidates
Boosting
Sequentially combining weak learners correcting previous errors
Markov Chain
Stochastic model where events depend only on previous state
Logistic Regression
Statistical model estimating binary outcome probabilities