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Selecting Machine Learning Algorithms Part 2

In part 2 of this series we're going to create a new spot-checking algorithm using Hyperopt. In the first part of this series our spot-checking algorithm used the default configuration in sklearn for each algorithm and returned the score of the top performing algorithm. By integrating Hyperopt into the spot-checking algorithm we can perform a quick, intelligent search of each solution space and then return the best result that hyperopt determines after parameter tuning for each algorithm.