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7.4. Imputation of missing values — scikit-lear...
categorical data represented as string values or pandas categoricals...np . nan ], [ 7 , 6 ]] >>> print ( imp . transform ( X )) [[4....scikit-learn.org/stable/modules/impute.html -
related_projects.rst.txt
strings) and more. - `imbalanced-learn...scikit-learn.org/stable/_sources/related_projects.rst.txt -
StandardScaler — scikit-learn 1.7.2 documentation
StandardScaler() >>> print ( scaler . mean_ ) [0.5 0.5] >>> print ( scaler...feature names that are all strings. Added in version 1.0. n_samples_seen_...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html -
plot_pca_iris.ipynb
= load_iris(as_frame=True)\nprint(iris.keys())" ] }, { "cell_type":...scikit-learn.org/stable/_downloads/46b6a23d83637bf0f381ce9d8c528aa2/plot_pca_iris.ipynb -
Selecting the number of clusters with silhouett...
metrics Gallery generated by Sphinx-Gallery This Page Download...silhouette_score ( X , cluster_labels ) print ( "For n_clusters =" , n_clusters...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
Release Highlights for scikit-learn 1.3 — sciki...
4 Gallery generated by Sphinx-Gallery On this page This Page...load_digits ( return_X_y = True ) print ( f "number of digits: { len...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html -
Single estimator versus bagging: bias-variance ...
AdaBoost Gallery generated by Sphinx-Gallery On this page This Page...var ( y_predict , axis = 1 ) print ( " {0} : {1:.4f} (error) =...scikit-learn.org/stable/auto_examples/ensemble/plot_bias_variance.html -
Feature agglomeration vs. univariate selection ...
HuberRegressor vs Ridge on dataset with strong outliers HuberRegressor vs...vs Ridge on dataset with strong outliers Univariate Feature Selection...scikit-learn.org/stable/auto_examples/cluster/plot_feature_agglomeration_vs_univariate_selection.... -
Jeffrey Epstein accusers urge Trump to release ...
Roberts) with Prince Andrew and Ghislaine Maxwell at Prince Andrew's...healing journey, no matter how strong you feel, trauma responses...www.nbcnews.com/politics/politics-news/jeffrey-epstein-ghislaine-maxwell-accusers-rcna227334 -
Decision Boundaries of Multinomial and One-vs-R...
function Gallery generated by Sphinx-Gallery On this page This Page...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_multinomial.html