آموزش الگوریتم‌های یادگیری ماشین - آخرین آپدیت

titleNaïve Bayes Naïve Bayes

• titleProbability and Conditional Probability Probability and Conditional Probability

• titleBayesian Reasoning, and Independence Bayesian Reasoning, and Independence

• titleFormal Description of NBC and examples Formal Description of NBC and examples

titleSupport Vector Machine Support Vector Machine

• titleLinear Support Vector Machine Linear Support Vector Machine

• titleDual Form for Learning LSVM and Linear SVM with Soft Margin Dual Form for Learning LSVM and Linear SVM with Soft Margin

• titleBasic Idea Basic Idea

titleDecision Tree Decision Tree

• titleWhat is the key idea of Decision Tree? What is the key idea of Decision Tree?

• titleRegression Tree and Random Forests Regression Tree and Random Forests

• titleRegression Tree and Random Forests Regression Tree and Random Forests

titleClustering Clustering

• titleIntroduction, k means and k medoids Introduction, k-means and k-medoids

• titleSimple Example of k Means, Hierarchical Method Simple Example of k-Means, Hierarchical Method

• titleWhat is the Gaussian Mixture Model? What is the Gaussian Mixture Model?