集成学习工具箱-matlab

[](https://www.mathworks.com/matlabcentral/fileexchange/68383-ensemble-learning-toolbox) # Ensemble Learning Toolbox This is a toolbox to enable the creation of custom ensembles in MATLAB. It is possible to create a desired ensemble model using just a few lines of code. ## Getting Started These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system. ### Prerequisites You just need MATLAB and the Statistics and Machine Learning Toolbox. This toolbox has been developed on MATLAB R2019a, but should also be compatible with earlier versions. ### Installing Toolbox installation in MATLAB is rather simple. You just need to add a copy of the source codes (src directory) in the MATLAB paths. This can be made programatically with the following code: ``` addpath('<directory>/ELT/src') ``` Two simple demos can be found in the examples directory. To run them, you just need to execute the scripts Demo_classification.m and Demo_regression.m. ## Deployment Add additional notes about how to deploy this on a live system ## Built With * MATLAB R2019a ## Contributing Please contact the author (victor.henrique@pucpr.edu.br). ## Versioning We use a three-codes versioning system: vA.B.C. * A stands for the major revision, and will be used when a major new feature is added or compatibility to previous major revision is lost. * B stands for minor revision, where new features will be added. * C is used for minor adjustments and bug fixing. ## Authors * **Victor Henrique Alves Ribeiro, MSc** - *Coding* - Industrial and Systems Engineering Graduate Program, Pontifícia Universidade Católica do Paraná - Brazil * **Gilberto Reynoso-Meza, PhD** - *Supervision* - Industrial and Systems Engineering Graduate Program, Pontifícia Universidade Católica do Paraná - Brazil ## License This project is licensed under the 3-clause BSD License - see the [LICENSE.txt](LICENSE.txt) file for details. ## Citation If this toolbox is of help, please cite our work ``` @article{ribeiro2020ensemble, title={Ensemble Learning Toolbox: Easily Building Custom Ensembles in MATLAB}, author={Victor Henrique Alves Ribeiro and Gilberto Reynoso-Meza}, year={in review} } ```