Synthetic Data Generation SDG by Gaussian Mixture Model GMM)

Synthetic Data Generation (SDG) by Gaussian Mixture Model (GMM) Distribution

Synthetic-Data-Generation-SDG-by-Gaussian-Mixture-Model-GMM-Distribution

%% 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