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Showing posts with the label Grid Search

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

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

How To Access Columntransformer Elements In Gridsearchcv

I wanted to find out the correct naming convention when referring to individual preprocessor includ… Read more How To Access Columntransformer Elements In Gridsearchcv

Gridsearchcv.best_score_ Meaning When Scoring Set To 'accuracy' And Cv

I'm trying to find the best model Neural Network model applied for the classification of breast… Read more Gridsearchcv.best_score_ Meaning When Scoring Set To 'accuracy' And Cv

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

How To Give Gridsearchcv A List Of Indicies For Cross-validation?

I'm trying to use custom cross-validation sets for a very specific dataset and scikit-optimize … Read more How To Give Gridsearchcv A List Of Indicies For Cross-validation?