clustering method for different types of data

How can I cluster 2 types of data into 3 clusters, such as the first cluster includes only data type 1, the second cluster includes only data type 2 and the third cluster could include data type 1 and 2? the input data is the coordinates of points in 2D environment.

thanks.

Answer 1

[Image Analyst]

kmeans() gives you the classification - the class - as an output. Just simply use that to extract a subset. Did you see the first example in kmeans documentation where they did that?

Try the "Classification Learner" app on the App tab. There you can experiment with a bunch of different clustering algorithms and see which one you like the best.