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Advanced Plotting With Partial Dependence — sci...
1 beta_1 0.9 beta_2 0.999 epsilon 1e-08...ax2 ) = plt . subplots ( 2 , 1 , figsize = ( 10 , 10 )) tree_disp...scikit-learn.org/stable/auto_examples/miscellaneous/plot_partial_dependence_visualization_api.html -
fetch_file — scikit-learn 1.7.1 documentation
delay = 1 ) [source] # Fetch a file from...re-downloading. Added in version 1.6. Parameters : url str URL of...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_file.html -
6. Visualizations — scikit-learn 1.7.1 document...
1. Available Plotting Utilities # 6.1.1. Display Objects...the score (i.e. multiply by -1) if pos_label is not the last...scikit-learn.org/stable/visualizations.html -
make_union — scikit-learn 1.7.1 documentation
means 1 unless in a joblib.parallel_backend context. -1 means...v0.20: n_jobs default changed from 1 to None. verbose bool, default=False...scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_union.html -
Concentration Prior Type Analysis of Variation ...
1.1 ) ax2 . tick_params ( axis =...], [ 0.0 , 0.1 ]], [[ 0.5 , 0.0 ], [ 0.0 , 0.1 ]], [[ 0.5 , 0.0...scikit-learn.org/stable/auto_examples/mixture/plot_concentration_prior.html -
Precision-Recall — scikit-learn 1.7.1 documenta...
1 , 2 ]) n_classes = Y . shape [ 1 ] # Split into...\(\text{AP} = \sum_n (R_n - R_{n-1}) P_n\) where \(P_n\) and \(R_n\)...scikit-learn.org/stable/auto_examples/model_selection/plot_precision_recall.html -
d2_log_loss_score — scikit-learn 1.7.1 document...
Best possible score is 1.0 and it can be negative (because...User Guide . Added in version 1.5. Parameters : y_true array-like...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_log_loss_score.html -
Version 0.18 — scikit-learn 1.7.1 documentation
for compatibility with NumPy 1.13.0: #7946 #8355 by Loic Esteve...Guerin, Sergei Lebedev Version 0.18.1 # November 11, 2016 Changelog...scikit-learn.org/stable/whats_new/v0.18.html -
validate_data — scikit-learn 1.7.1 documentation
scikit-learn 1.6 Release Highlights for scikit-learn 1.6 On this...reset=True . Added in version 1.6. Parameters : _estimator estimator...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.validate_data.html -
check_scoring — scikit-learn 1.7.1 documentation
Added in version 1.6. Returns : scoring callable...return_X_y = True ) >>> y *= - 1 >>> clf = DecisionTreeClassifi...scikit-learn.org/stable/modules/generated/sklearn.metrics.check_scoring.html