Thanks. Yeah, lots of time not necessary, and PCA and derivates give more info and much easier to implement. I'd be careful against non-intuitive hypotheses proved through t-SNE: possible a posteriori creation of hypothesis that suits the arbitrary clusters created.
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Suspicious about t-SNE tuning flexibility, but picture seems too perfect to be an artefact. Wondering if it is no hindrance in your field the current lack of interpretability of mechanisms behind t-SNE results.
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What on Earth is going on in North Wales there?
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