This point is really important for someone considering how to tune hyperparameters for their model!

… successive halving approach to improving the time complexity. One can also try Random Search CV or Halving Random Search CV that may further reduce the time complexity but sometimes with the cost of the performance score.

20x times faster Grid Search Cross-Validation

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Satyam Kumar

Alexandra Amidon

Jul 14, 2021

This point is really important for someone considering how to tune hyperparameters for their model!

Written by Alexandra Amidon

2K Followers

Data scientist working in the financial services industry

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