diff --git a/notebooks/manifold_learning.livemd b/notebooks/manifold_learning.livemd index 579a6b2f..96431253 100644 --- a/notebooks/manifold_learning.livemd +++ b/notebooks/manifold_learning.livemd @@ -285,7 +285,7 @@ coords = [ Tucan.scatter(coords, "x", "y", point_size: 1) |> Tucan.set_size(300, 300) |> Tucan.set_title( - "Mammoth dataset with reduced dimensionality using Trimap", + "Mammoth dataset with reduced dimensionality using t-SNE", offset: 25 ) ``` @@ -293,7 +293,7 @@ Tucan.scatter(coords, "x", "y", point_size: 1) ```vega-lite 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dataset with reduced dimensionality using t-SNE"},"width":300} ``` As we see, t-SNE gives completely different results than Trimap. This is because t-SNE has a completely different mathematical background of computation. Also t-SNE is slower algorithm, so it can't be used on such big datasets as Trimap. However, t-SNE preserves some features of mammoth like small tusks, feets, and corp. You can experiment with parameter *perplexity* which can substantially change the output of the algorithm.