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Refers generally to statistical procedures that utilize the logistic function, most commonly various forms of logistic regression

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Logistic regression model; too many independent variables? (listening duration of music genres)

If a categorical input has too many levels, in your case too many genres, you can use a statistic trick collapsing categories by thresholding. For example you can use the zip codes to map to several r …
Bill Chen's user avatar
  • 308
2 votes

Are neural networks linear models?

The non-linear activations (activation function) of each layer give the non-linear element. If you are not using the non-linear activation, you will get a "linear" model in some sense, the key is the …
Bill Chen's user avatar
  • 308