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k-means is a method to partition data into clusters by finding a specified number of means, k, s.t. when data are assigned to clusters w/ the nearest mean, the w/i cluster sum of squares is minimized

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How to plot High Dimensional supervised K-means on a 2D plot chart

You can try using T-SNE https://lvdmaaten.github.io/tsne/ "which is a technique for dimensionality reduction that is particularly well suited for the visualization of high-dimensional datasets" It …
Denis Gordeev's user avatar