SVM Toolbox Developed by Professor Chih-Jen Lin from Taiwan
Comprehensive SVM Toolbox Created by Professor Chih-Jen Lin
Logistic Regression Algorithm in Machine Learning
An in-depth exploration of logistic regression algorithm for classification tasks with code implementation insights
Linear Threshold Classifier Implementation Using AdaBoost Algorithm
Enhanced Linear Threshold Classification with AdaBoost Ensemble Learning
Latest Least Squares Support Vector Machine Toolbox and Usage Guide
Latest Least Squares Support Vector Machine Toolbox with Implementation Guidelines and Code Integration Details
Classical Data Mining Algorithms
Classical Data Mining Algorithms
Pattern Recognition Assignment: Implementation of Nonparametric Classification Methods
Pattern Recognition Assignment focusing on four classic nonparametric classification approaches: Mean Sample Method, Mean Distance Method, Nearest Neighbor (NN), and K-Nearest Neighbors (KNN), with code implementation insights.
Fisher Discriminant Analysis Algorithm Implementation
Fisher Discriminant Analysis Program with Linear Classification Algorithm