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3.3. Metrics and scoring: quantifying the quali...
ratio (pre-test and post-tests): \[\text{post-test odds} = \text{Likelihood...X_train , X_test , y_train , y_test = train_test_split ( X ,...scikit-learn.org/stable/modules/model_evaluation.html -
Best Headphones of 2023
warranty duration based on tests that give an idea of the average...digg.com/technology/audio/best-headphones -
model_evaluation.rst.txt
ratio (pre-test and post-tests): .. math:: \text{post-test odds} =...>>> X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=0)...scikit-learn.org/stable/_sources/modules/model_evaluation.rst.txt -
Out-of-core classification of text documents — ...
- tick test_stats [ "n_test" ] += len ( y_test ) test_stats [...%(n_test)6d test docs ( %(n_test_pos)6d positive) " % test_stats...scikit-learn.org/stable/auto_examples/applications/plot_out_of_core_classification.html -
Tweedie regression on insurance claims — scikit...
( "test" , X_test , df_test ), ]: y , _weights...train_test_split df_train , df_test , X_train , X_test = train_test_split...scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html -
Poisson regression and non-normal loss — scikit...
df_test = train_test_split ( df , test_size = 0.33 ,...df_test [ "Frequency" ], df_test [ "Frequency" ], df_test [ "Exposure"...scikit-learn.org/stable/auto_examples/linear_model/plot_poisson_regression_non_normal_loss.html -
Statistical comparison of models using grid sea...
"rank_test_score" , "mean_test_score" , "std_test_score" ]]...params rank_test_score mean_test_score std_test_score kernel...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html -
6.3. Preprocessing data — scikit-learn 1.4.2 do...
X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) # apply scaling on testing data, without...scikit-learn.org/stable/modules/preprocessing.html -
Column Transformer with Mixed Types — scikit-le...
X_test , y_train , y_test = train_test_split ( X ,...%.3f " % clf . score ( X_test , y_test )) model score: 0.798 HTML...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
Baba Entertainment uses Elastic for gaming data...
Increased sales with real-time testing insights Sales increased 15%...from real-time customer A/B testing using Elastic Enterprise Search...www.elastic.co/customer/baba-entertainment