'sklearn classifier parameters doc/help - are parameters listed by order of importance

sklearn classifier parameters doc/help - are parameters listed by order of importance?

Its hard to know which parameters to select. Does sklearn documentation list the parameters by importance order?

I understand that empirical evidence (testing each parameter) helps find best parameters but that could take forever especially with combinations of parameters. Other than 'popularity in blog posts', I would like a more scientific selection method.

scikit-learnclassificationhyperparameters


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