K-Nearest Neighbors (KNN) Algorithm
K-Nearest Neighbors (KNN) Algorithm Implementation and Considerations
MATLAB Code Implementation for SVM Classification
MATLAB Code Implementation for Support Vector Machine (SVM) Classification with Built-in Functions
Face Recognition Algorithm Using Sparse Representation
Implementation of face recognition based on sparse representation with GPSR optimization
An Explanation of Lu Zhenbo's SVM MATLAB Code Implementation
A detailed technical explanation of Lu Zhenbo's Support Vector Machine (SVM) MATLAB code, covering its implementation approach and key algorithmic components.
MATLAB Toolbox for Least Squares Support Vector Machines (LS-SVM)
Complete MATLAB implementation of Least Squares Support Vector Machines with training, prediction, parameter optimization, and support for multiple kernel functions.
Implementation of Naive Bayes Algorithm in MATLAB
MATLAB Code Implementation of Naive Bayes Algorithm with Detailed Technical Explanations