Created
September 4, 2016 13:18
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Our unbalanced data, after doing a PCA, has the same structure as you are showing above. Two clouds and minoritary data in the middle of them (exactly like your blues points above). Therefore, we assume we have found a secure way to get transformed features (using PCA + SOM) . Next step is classification.
Care to comment?
Alexandre Kolisnyk