Machine Learning
263 views
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
Markov Chain
Stochastic model where events depend only on previous state
Active Learning
Algorithm selecting most informative data points for labeling
ROC Curve
Plot showing classifier performance across thresholds
Reinforcement Learning ML
Learning optimal decisions through environment interaction
Dimensionality Reduction
Reducing feature count while preserving important information
Loss Function
Math function measuring prediction vs actual value difference