Least Multiplier Support Vector Machine (LS-SVM) prediction based on improved moth to flame algorithm - Code World

Least Multiplier Support Vector Machine (LS-SVM) prediction based on improved moth to flame algorithm

Enterprise 2023-09-12 07:32:29 views: null

Least Multiplier Support Vector Machine (LS-SVM) prediction based on improved moth to flame algorithm

Least Squares Support Vector Machine (LS-SVM) is a commonly used machine learning algorithm for classification and regression problems. LS-SVM builds a model by solving an optimization problem that minimizes an objective function. The moth to flame algorithm is an optimization algorithm based on the behavior of moths to flame in nature. It finds the optimal solution by simulating the process of moths searching for light sources. This article will introduce the LS-SVM prediction based on the improved moth to flame algorithm and provide the corresponding MATLAB source code.

First, we need to install MATLAB and prepare the corresponding toolkit. In MATLAB, we can use ezyfittoolkits to implement training and prediction of LS-SVM models.

% Step 1: 准备数据
% 假设我们有一个包含n个样本的训练集X和对应的输出向量Y
% X是一个n×m的矩阵，其中每一行代表一个样本，每一列代表一个特征
% Y是一个n×1的向量，代表每个样本的输出

% Step 2: 训练LS-SVM模型
% 使用ezyfit工具包的ezlssvm函数训练模型
model = ezlssvm(X, Y

Guess you like

Origin blog.csdn.net/2301_78484069/article/details/132806455

Least Multiplier Support Vector Machine (LS-SVM) prediction based on improved moth to flame algorithm

[Lssvm prediction] Based on the improved least squares support vector machine lssvm prediction of moth extinguishing algorithm [Matlab 110] [prediction model 8]

Least Multiplier Support Vector Machine (LSSVM) prediction and Matlab implementation based on improved bat algorithm

[Lssvm prediction] Improved least squares support vector machine lssvm prediction based on matlab moth extinguishing algorithm [with Matlab source code 142]

[LSSVM prediction] Improved least squares support vector machine lSSVM prediction of moth fighting algorithm [Matlab 011]

[Lssvm prediction model] based on bat algorithm improved least squares support vector machine lssvm prediction [Matlab 109] [prediction model 7]

[LSSVM prediction] bat algorithm improved least squares support vector machine llSSVM prediction [Matlab 010]

BP neural network optimized based on moth-flame algorithm (prediction application) - with code

[SVM prediction] SVM support vector machine prediction model optimized by gray wolf algorithm [Matlab 008]

Multivariate classification prediction | Matlab optimizes convolutional neural network-support vector machine (CNN-SVM) classification prediction based on NGO-CNN-SVM Northern Goshawk Algorithm (NGO)

Regression prediction | MATLAB implements BES-LSSVM vulture algorithm to optimize least squares support vector machine with multiple input and single output

[Sklearn] Data classification prediction based on support vector machine algorithm (Excel can directly replace data)

[Pytroch] Data classification prediction based on support vector machine algorithm (Excel can directly replace data)

Regression prediction | MATLAB realizes IPSO-SVM improved particle swarm optimization algorithm optimization support vector machine multi-input single-output regression prediction (multi-indicator, multi-map)

Universal algorithm (1): model fitting and prediction of support vector machine svm in the case of arbitrary csv and dat data

Particle Swarm Optimization Based on MATLAB Support Vector Machine (SVM) Regression Prediction

Time series prediction | MATLAB implements PSO-LSSVM particle swarm algorithm optimization least squares support vector machine time series prediction future

Classification prediction | Matlab implements NGO-CNN-SVM northern goshawk algorithm optimization convolution support vector machine classification prediction

Classification prediction | MATLAB implements WOA-FS-SVM whale algorithm synchronous optimization feature selection combined with support vector machine classification prediction

Classification prediction | MATLAB implements multi-input classification prediction based on SVM-Adaboost support vector machine combined with AdaBoost

Credit score prediction model (four) - support vector machine algorithm

Support vector machine (SVM) algorithm classification practice

Vorhersage der Least Multiplier Support Vector Machine (LS-SVM) basierend auf einem verbesserten Motten-zu-Flammen-Algorithmus

Vorhersage der Least Multiplier Support Vector Machine (LS-SVM) basierend auf einem verbesserten Motten-zu-Flammen-Algorithmus

Vorhersage der Least Multiplier Support Vector Machine (LS-SVM) basierend auf einem verbesserten Motten-zu-Flammen-Algorithmus

Vorhersage der Least Multiplier Support Vector Machine (LS-SVM) basierend auf einem verbesserten Motten-zu-Flammen-Algorithmus

Regression prediction | MATLAB implements multi-input single-output regression prediction based on SVM-RFE-BP support vector machine recursive feature elimination feature selection algorithm combined with BP neural network

Regression prediction | MATLAB implements IBL-LSSVM [23-year new algorithm] logical optimization algorithm to optimize data regression prediction of least squares support vector machine (multiple indicators, multi-graph)

Arm Vascular Image Classification Based on Support Vector Machine SVM, Image Classification Based on Support Vector Machine

Machine Learning - support vector machine (SVM) algorithm principle and the advantages and disadvantages

Recommended

微软回应中国区AI团队“打包赴美”传闻

Ranking

How to use ChatGPT to write 100,000+ hot articles for public accounts (includes prompt words)

sudo echo command execution Permission denied

ADO: Using Transactions to Operate Oracle Database

[Java] [Class and Object] equals, hashCode, clone methods

Linux virtual host function

Порт управления rabbitmq открыт

on,where

jQuery WeUI

How can there be a weed pilot in Hangzhou?

tcp / ip model four

Daily

More

2024-05-15(5)

2024-05-14(9)

2024-05-13(8)

2024-05-12(28)

2024-05-11(32)

2024-05-10(34)

2024-05-09(32)

2024-05-08(18)

2024-05-07(34)

2024-05-06(6)