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d178: [study materials for n009] Grid Search, Random Search for Hyper-Parameter Optimization, K-fold Cross Validation, etc.

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Paper [PDF]: http://jmlr.csail.mit.edu/papers/volume13/bergstra12a/bergstra12a.pdf

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Tuning Machine Learning Parameters using scikit-learn Gridsearch:

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How to Tune Algorithm Parameters with Scikit-Learn

http://machinelearningmastery.com/how-to-tune-algorithm-parameters-with-scikit-learn/

 

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