20x times faster Grid Search Cross-Validation

Speed-up your cross-validation workflow with Halving Grid Search

Satyam Kumar
Towards Data Science
4 min readMay 15, 2021

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Image by anncapictures from Pixabay

To train a robust machine learning model, one must select the correct machine learning algorithm with the correct combination of hyperparameters. The process of choosing the optimal set of parameters is known as hyperparameter tuning.

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