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Showing posts with the label Grid Search

Parallel Error With Gridsearchcv, Works Fine With Other Methods

I am encounteringt the following problems using GridSearchCV: it gives me a parallel error while us… Read more Parallel Error With Gridsearchcv, Works Fine With Other Methods

Pass A Scoring Function From Sklearn.metrics To Gridsearchcv

GridSearchCV's documentations states that I can pass a scoring function. scoring : string, cal… Read more Pass A Scoring Function From Sklearn.metrics To Gridsearchcv

What Is _passthrough_scorer And How Can I Change Scorers In Gridsearchcv (sklearn)?

http://scikit-learn.org/stable/modules/generated/sklearn.grid_search.GridSearchCV.html (for referen… Read more What Is _passthrough_scorer And How Can I Change Scorers In Gridsearchcv (sklearn)?

What Is The Meaning Of 'mean_test_score' In Cv_result?

Hello I'm doing a GridSearchCV and I'm printing the result with the .cv_results_ function f… Read more What Is The Meaning Of 'mean_test_score' In Cv_result?

Invalid Parameter Loss For Estimator SVR

This is my code i used grid search cv for hyper parameter tuning. but it shows error. param_grid = … Read more Invalid Parameter Loss For Estimator SVR

XGBoost With GridSearchCV, Scaling, PCA, And Early-Stopping In Sklearn Pipeline

I want to combine a XGBoost model with input scaling and feature space reduction by PCA. In additio… Read more XGBoost With GridSearchCV, Scaling, PCA, And Early-Stopping In Sklearn Pipeline

Reshape Pandas.Df To Use In GridSearch

I am trying to use multiple feature columns in GridSearch with Pipeline. So I pass two columns for … Read more Reshape Pandas.Df To Use In GridSearch

Explicitly Specifying Test/train Sets In GridSearchCV

I have a question about the cv parameter of sklearn's GridSearchCV. I'm working with data t… Read more Explicitly Specifying Test/train Sets In GridSearchCV