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Hack of the Day | MetaFilter
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12. Choosing the right estimator — scikit-learn...
(kernel="linear") SVR(kernel="linea... NO NO SVR (kernel="rbf")...(kernel="rbf") SVR(kernel="rbf... Ensemble Regressors Ensemble... 😭 😭 regression...scikit-learn.org/stable/machine_learning_map.html -
friends-Eclipse-GitRepositories-right-click-pas...
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friends-Eclipse-GitRepositories-wizard-3rd-dest...
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Forecasting of CO2 level on Mona Loa dataset us...
fetch_openml co2 = fetch_openml ( data_id = 41187 , as_frame = True ) co2...length_scale = 1.0 , periodicity = 1.0 , periodicity_bounds = "fixed"...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_co2.html -
Effect of transforming the targets in regressio...
y = make_regression ( n_samples = 10_000 , noise = 100 ,...ax1 ) = plt . subplots ( 1 , 2 , sharey = True ) ridge_cv = RidgeCV...scikit-learn.org/stable/auto_examples/compose/plot_transformed_target.html -
Outlier detection on a real data set — scikit-l...
contamination = 0.25 ), "OCSVM" : OneClassSVM ( nu = 0.25 , gamma = 0.35..., levels = [ 0 ], colors = color , ax = ax , ) legend_lines ....scikit-learn.org/stable/auto_examples/applications/plot_outlier_detection_wine.html -
Novelty detection with Local Outlier Factor (LO...
X_outliers = np . random . uniform ( low =- 4 , high = 4 , size = ( 20...1 ], c = "blueviolet" , s = s , edgecolors = "k" ) c = plt . scatter...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_novelty_detection.html -
Column Transformer with Mixed Types — scikit-le...
y = fetch_openml ( "titanic" , version = 1 , as_frame = True...attribute: # X = titanic.frame.drop('survived', axis=1) # y = titanic.frame['survived']...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
eclipse-location-copyrename-snapshot.png
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