6 functions for generating artificial datasets

版本 1.0.0.0 (39.9 KB) 作者: Jeroen Kools
6 parameterized functions that generate distinct 2D datasets for Machine Learning purposes.
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更新时间 2013/4/23

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* 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

引用格式

Jeroen Kools (2026). 6 functions for generating artificial datasets (https://ww2.mathworks.cn/matlabcentral/fileexchange/41459-6-functions-for-generating-artificial-datasets), MATLAB Central File Exchange. 检索时间: .

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1.0.0.0