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11 votes
2 answers
2k views

What is the most efficient method for hyperparameter optimization in scikit-learn?

An overview of the hyperparameter optimization process in scikit-learn is here. Exhaustive grid search will find the optimal set of hyperparameters for a model. The downside is that exhaustive grid ...
Brian Spiering's user avatar
5 votes
2 answers
7k views

How to choose the random seed?

I understand this question can be strange, but how do I pick the final random_seed for my classifier? Below is an example code. It uses the ...
Bruno Lubascher's user avatar