The GMM returns the cluster centroid and cluster variances for a family of points if the number of clusters are predefined. The centroid and variance can then be passed to a Gaussian pdf to compute the similarity of a input query point with reference to given cluster.
Vikram T N (2020). Gaussian Mixture Model (https://www.mathworks.com/matlabcentral/fileexchange/18785-gaussian-mixture-model), MATLAB Central File Exchange. Retrieved .
i need to apply gmm for iris dataset and obtain 3 clusters.The final result should display the index of datapoints/ datapoints itself, in each of the clusters. i need help about this as soon as possible. please help
Can it be extended?
The code assumes isotropic Gaussians.
Great job :)
Although not documented the variable and function names made it easy (for me) to follow the code. I liked it ;)