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Open course index
Faculty of Mathematics and Physics
Department of Theoretical Computer Science and Mathematical Logic
Machine Learning
Strojové učení
Decision Trees, MARS
Decision Trees, MARS
Section outline
◄
Logistic Regression, LDA, QDA, Examples
►
Ensamble Learning
◄
Logistic Regression, LDA, QDA, Examples
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Main course page
Introduction
Kernel methods, Splines
Logistic Regression, LDA, QDA, Examples
Ensamble Learning
Model Assessment
Gaussian Graphical Models
Gaussian Processes and Bayesian Optimization
Clustering
Bayesian Methods, EM algorithm
Association Rule Learning
Inductive Logic Programming
PCA Extensions, Independent Component Analysis
Archive
►
Ensamble Learning