t-sne on labelled compositions.

Posted: April 4, 2019 at 5:59 pm

The plot above shows the t-sne results of the vectors that represent each composition. It’s very clear that bad, good, and neutral compositions are evenly distributed and conflated with no discernible separability. I spent a little time trying to figure out what the implication is, but I seem to only find information on linearly separability and classification. My concern is a classification of these vectors will not be able to discriminate between good and bad compositions. If this is the case, I would need a different representation of each composition and it’s unclear what an appropriate representation would be.