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Model selection is the process of comparing several models and their respective results to choose the model is best according to some evaluation metric.

7 votes
6 answers
5k views

Is there any way to explicitly measure the complexity of a Machine Learning Model in Python

I'm interested in model debugging, and one of the points that it mentions is to compare your model with a "less complex" one to check if the performance is substantially better on the most complex mod …
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