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Advantage of using mutual information over F-Test is, it does well with the non-linear relationship between feature and target variable.
…eo Tolstoy” and the resulting embeddings would place books written by Tolstoy closer to each other. Figuring out how to create the supervised task to produce relevant representations is the toughest part of making embeddings.