Unsupervised cluster classification
Number of cluster
The number of cluster you want to detect and visualize.
Which clustering model type to use:
K-means assigns data points to the nearest of centroids, iteratively refining these centroids until convergence.
Gaussian Mixture Mode
GMM represents data using a combination of multiple Gaussian distributions to capture diverse cluster shapes in multidimensional space.
In button-up applied order ⬆️ , meaning UV is applied first then Center and so on.
SNV (Standard Normal Variate)
UV (Unit Variance) scaling
For more on each type of pretreatment see: Pretreatments