6 functions for generating artificial datasets

6 parameterized functions that generate distinct 2D datasets for Machine Learning purposes.
1,9K téléchargements
Mise à jour 23 avr. 2013

Afficher la licence

* twospirals.m generates two classes representing two spirals
* clusterincluster.m generates two circular classes
* corners.m generates four classes, each corresponding to a corner shape pointing towards the center
* halfkernel.m generates two half ellipses, one inside the other
* crescentfullmoon.m generates one circular class and one larger crescent folded around it.
* outlier.m produces 2 large circular classes, and 2 smaller classes of outliers.

Inspired by the following StackOverflow question:
http://stackoverflow.com/questions/16146599/create-artificial-data-in-matlab

Citation pour cette source

Jeroen Kools (2024). 6 functions for generating artificial datasets (https://www.mathworks.com/matlabcentral/fileexchange/41459-6-functions-for-generating-artificial-datasets), MATLAB Central File Exchange. Récupéré le .

Compatibilité avec les versions de MATLAB
Créé avec R2011a
Compatible avec toutes les versions
Plateformes compatibles
Windows macOS Linux
Catégories
En savoir plus sur Statistics and Machine Learning Toolbox dans Help Center et MATLAB Answers
Remerciements

A inspiré : DBSCAN

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Version Publié le Notes de version
1.0.0.0