Leave-One-Out Cross-Validation for Least Squares Support Vector Machines
The "Leave-One-Out" method applied to Least Squares Support Vector Machines (LS-SVMs), designed for determining optimal SVM hyperparameters.
Least Squares Support Vector Machine (LS-SVM) Template
Template for Least Squares Support Vector Machine (LS-SVM) with simulation results and implementation guidance
Research on Fuzzy Support Vector Machine Algorithms with Robust Noise Handling
This study integrates fuzzy membership functions with least squares support vector machines (LS-SVM) to mitigate the impact of outliers and noise, enhancing algorithmic robustness through weighted error handling mechanisms
Least Squares Support Vector Machine Regression for Multidimensional Pyrim Data
Performing regression on multidimensional pyrim data using Least Squares Support Vector Machines (LS-SVM), requiring download of the LS-SVM toolbox for MATLAB/Python implementation.
Genetic Algorithm-Optimized Least Squares Support Vector Machines
Genetic Algorithm-optimized Least Squares Support Vector Machines offering simple implementation, strong portability, excellent generalization, and comprehensive program functionality.
Least Squares Support Vector Machine Code Package: Implementation and Optimization
Comprehensive LS-SVM Code Toolkit with Algorithm Explanations and Parameter Tuning Methods
Least Squares Support Vector Machine for Multidimensional Pyrim Data Regression
Implementation of Least Squares Support Vector Machine Regression on Multidimensional Pyrim Dataset with Code Integration
Least Squares Support Vector Machine Optimized with Genetic Algorithm
Genetic Algorithm-Optimized Least Squares Support Vector Machine for Regression and Classification Tasks
Genetic Algorithm Implementation in MATLAB with Least Squares Support Vector Machine Program
Integration of Genetic Algorithm Optimization with Least Squares Support Vector Machine Implementation in MATLAB
Least Squares Support Vector Machine (LS-SVM) Template
Template for implementing Least Squares Support Vector Machine (LS-SVM) with code structure guidance