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gridsearchcv
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adarsh0806 committed Jan 25, 2018
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"- Use [`make_scorer`](http://scikit-learn.org/stable/modules/generated/sklearn.metrics.make_scorer.html) from `sklearn.metrics` to create a scoring function object.\n",
" - Pass the `performance_metric` function as a parameter to the object.\n",
" - Assign this scoring function to the `'scoring_fnc'` variable.\n",
"- Use [`GridSearchCV`](http://scikit-learn.org/0.17/modules/generated/sklearn.grid_search.GridSearchCV.html) from `sklearn.grid_search` to create a grid search object.\n",
"- Use [`GridSearchCV`](http://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html) from `sklearn.grid_search` to create a grid search object.\n",
" - Pass the variables `'regressor'`, `'params'`, `'scoring_fnc'`, and `'cv_sets'` as parameters to the object. \n",
" - Assign the `GridSearchCV` object to the `'grid'` variable."
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