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Try the "Island inside an island" test (put a blue cluster inside an orange island). Only k-means and SVM dealt with it satisfactorily.


Shouldn't a neural net with sufficient unit do that too?


Yes, if you increase the hidden layer from 5 to 10 nodes:

http://jsfiddle.net/udb95202/




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