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https://meta.wikimedia.org/wiki/Grants:Project/Hjfocs/soweego_2
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Hyperparameter optimization, and implementation of VotingClassifier #358

Closed tupini07 closed 5 years ago

tupini07 commented 5 years ago

This is a quite large PR and introduces many changes.

First of all it introduces 2 new classifiers, random forest (#355) and logistic regression (#365).

The super confident linking introduced in PR #354 has been replaced with a new classifier, which is an ensemble of our other classifiers, called VotingClassifier (see #366).

Also, SLP and MLP have been made compatible with the hyperparameter grid search procedure (#360)

Finally, it introduces the best hyperparameters for the base models, see #361 .

closes #355, closes #349, closes #350, closes #365, closes #366, closes #361

marfox commented 5 years ago

Thanks for replying and integrating all the comments, let's merge this!