%% Synthetic Data Generation (SDG) by Gaussian Mixture Model (GMM) Distribution
% Developed by Seyed Muhammad Hossein Mousavi (July 2023)
% The dataset is "Iris" dataset
% Number of desired synthetic samples can be defined in "NoofSynthetic"
% Gaussian Mixture Model (GMM) distribution is used to generate the synthetic data
% K-means clustering is used to extract labels for classification task
% SVM is used as the classifier
-
Notifications
You must be signed in to change notification settings - Fork 0
Synthetic Data Generation (SDG) by Gaussian Mixture Model (GMM) Distribution
License
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-SDG-by-Gaussian-Mixture-Model-GMM-Distribution
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
Synthetic Data Generation (SDG) by Gaussian Mixture Model (GMM) Distribution
Topics
Resources
License
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published