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3.2. Tuning the hyper-parameters of an estimato...
loguniform(1, 100) can be used instead of [1, 10, 100] . Mirroring...Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite...scikit-learn.org/stable/modules/grid_search.html -
Tweedie regression on insurance claims — scikit...
tweedie_powers = [ 1.5 , 1.7 , 1.8 , 1.9 , 1.99 , 1.999 , 1.9999 ] scores_product_model...dev p=1.9990 1.914573e+03 1.914370e+03 1.914538e+03 1.914387e+03...scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html -
Developing scikit-learn estimators — scikit-lea...
clf3 = SVC ([[ 1 , 2 ], [ 2 , 3 ]], [ - 1 , 1 ]) # WRONG! The...be modified if param1 > 1 : param2 += 1 self . param1 = param1...scikit-learn.org/stable/developers/develop.html -
Displaying Pipelines — scikit-learn 1.4.2 docum...
Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite...param_grid = param_grid , n_jobs = 1 ) grid_search # click on the diagram...scikit-learn.org/stable/auto_examples/miscellaneous/plot_pipeline_display.html -
Metadata Routing — scikit-learn 1.4.2 documenta...
array([1., 1., 1.]) Now let’s have a meta-estimator,...ExampleClassifier. array([1., 1., 1.]) Deprecation / Default Value...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html -
Evaluation of outlier detection estimators — sc...
in pandas 1.5.1 were mapped to np.nan in pandas 2.0.1 X [ "Misc_Feature"...n_neighbors_list ) - 1 ), chance_level_kw = { "linestyle" : ( 0 , ( 1 , 10 ))},...scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html -
Out-of-core classification of text documents — ...
()[ 1 ], rotation = 30 ) ymax = max ( cls_runtime ) * 1.2 ax...Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite...scikit-learn.org/stable/auto_examples/applications/plot_out_of_core_classification.html -
Glossary of Common Terms and API Elements — sci...
[{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...instead of [{1:1}, {2:5}, {3:1}, {4:1}] . The class_weight parameter...scikit-learn.org/dev/glossary.html -
Combine predictors using stacking — scikit-lear...
Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite..."use_encoded_value" , unknown_value =- 1 , encoded_missing_value =- 2 ,...scikit-learn.org/stable/auto_examples/ensemble/plot_stack_predictors.html -
Probability Calibration for 3-class classificat...
"($\frac {1}{3} $, $\frac {1}{3} $, $\frac {1}{3} $)" , xy = ( 1.0 /...r "($1$, $0$, $0$)" , xy = ( 1 , 0 ), xytext = ( 1 , 0.1 ), xycoords...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_multiclass.html