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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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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