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.
MATLAB Implementation of K-Nearest Neighbors Algorithm
Comprehensive MATLAB implementation of K-Nearest Neighbors (KNN) algorithm with code-oriented explanations
K-Nearest Neighbors (KNN) Algorithm
K-Nearest Neighbors (KNN) Algorithm Implementation and Considerations
MATLAB Code Implementation for Calculating Mahalanobis Distance
MATLAB code implementation for calculating Mahalanobis distance with detailed algorithm explanation and practical applications