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Time-related feature engineering — scikit-learn...
spring 0 1 0 False 6 False clear 9.84 14.395 0.81 0.0000 1 spring...spring 0 1 1 False 6 False clear 9.02 13.635 0.80 0.0000 2 spring...scikit-learn.org/stable/auto_examples/applications/plot_cyclical_feature_engineering.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 -
Lagged features for time series forecasting — s...
1 ± 2.3 17.7 ± 1.3 19.5 ± 1.1 21.4 ± 2.4 1 poisson 0.33...3.8 39.9 ± 3.2 17.1 ± 1.1 19.9 ± 1.6 22.7 ± 3.1 3 quantile 5 0.56...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
Statistical comparison of models using grid sea...
\[t=\frac{\frac{1}{k \cdot r}\sum_{i=1}^{k}\sum_{j=1}^{r}x_{ij}}...p-values higher than 1 p_val = 1 if p_val > 1 else p_val pairwise_t_test...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html -
Common pitfalls in the interpretation of coeffi...
1.e-03, 1.e-02, 1.e-01, 1.e+00, 1.e+01, 1.e+02, 1.e+03, 1.e+04,...1.e-04, 1.e-03, 1.e-02, 1.e-01, 1.e+00, 1.e+01, 1.e+02, 1.e+03, 1.e+04,...scikit-learn.org/stable/auto_examples/inspection/plot_linear_model_coefficient_interpretation.html -
Column Transformer with Mixed Types — scikit-le...
1 , 1.0 , 10 , 100 ], } search_cv...param_distributions={'classifier__C': [0.1, 1.0, 10, 100], 'preprocessor_...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
Partial Dependence and Individual Conditional E...
rstride = 1 , cstride = 1 , cmap = plt . cm . BuPu...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Comparing...scikit-learn.org/stable/auto_examples/inspection/plot_partial_dependence.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/stable/glossary.html -
sklearn.pipeline.Pipeline — scikit-learn 1.4.2 ...
Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite...forwarded to them. New in version 1.4: Only available if enable_m...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html -
Vast DNA tree of life for plants revealed by gl...
by global science team using 1.8 billion letters of genetic code...flowering plant tree of life. Using 1.8 billion letters of genetic code...phys.org/news/2024-04-vast-dna-tree-life-revealed.html