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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 -
2.5. Decomposing signals in components (matrix ...
||X-UV||_{\text{Fro}}^2+\alpha||V||_{1,1} \\ \text{subject to...||X-UV||_{\text{Fro}}^2+\alpha||U||_{1,1} \\ \text{subject to...scikit-learn.org/stable/modules/decomposition.html -
Time-related feature engineering — scikit-learn...
test_0 = all_splits [ 0 ] X . iloc [ test_0 ] season...train_4 , test_4 = all_splits [ 4 ] X . iloc [ test_4 ] season...scikit-learn.org/stable/auto_examples/applications/plot_cyclical_feature_engineering.html -
Slashdot: News for nerds, stuff that matters
EST (time-delayed on the west coast until 9 p.m.PST)....chopper will wake up daily to test its equipment, collect a temperature...science.slashdot.org -
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 -
Slashdot: News for nerds, stuff that matters
percent for every other model we test (GPT-3.5, open-source LLMs)...positional data and any calls or text made while using it. Moreover,...slashdot.org/popular -
Evaluation of outlier detection estimators — sc...
reduced using a stratified train_test_split . Furthermore, we set...sklearn.model_selection import train_test_split X , y = fetch_kddcup99...scikit-learn.org/stable/auto_examples/miscellaneous/plot_outlier_detection_bench.html -
Lagged features for time series forecasting — s...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...train_test_split ( X , y , test_size = 0.2 , random_state = 42 )...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
Slashdot: News for nerds, stuff that matters
Google's Nest speakers were some of the best smart home interfaces...they aren't required to have tested safety controls built in. And...devices.slashdot.org -
Common pitfalls in the interpretation of coeffi...
import train_test_split X_train , X_test , y_train , y_test = train_test_split...predict ( X_test ) mae_test = median_absolute_error ( y_test , y_pred...scikit-learn.org/stable/auto_examples/inspection/plot_linear_model_coefficient_interpretation.html