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SGD: convex loss functions — scikit-learn 1.5.2...
A plot that compares the various convex loss functions supported by SGDClassifier. Total running time of the script:(0 minutes 0.122 seconds) Launch binder Launch JupyterLite Download Jupyter noteb...scikit-learn.org/stable/auto_examples/linear_model/plot_sgd_loss_functions.html -
Kernel Density Estimate of Species Distribution...
This shows an example of a neighbors-based query (in particular a kernel density estimate) on geospatial data, using a Ball Tree built upon the Haversine distance metric – i.e. distances over point...scikit-learn.org/stable/auto_examples/neighbors/plot_species_kde.html -
Plotting Cross-Validated Predictions — scikit-l...
This example shows how to use cross_val_predict together with PredictionErrorDisplay to visualize prediction errors. We will load the diabetes dataset and create an instance of a linear regression ...scikit-learn.org/stable/auto_examples/model_selection/plot_cv_predict.html -
fetch_olivetti_faces — scikit-learn 1.5.2 docum...
Gallery examples: Online learning of a dictionary of parts of faces Faces dataset decompositions Pixel importances with a parallel forest of trees Face completion with a multi-output estimatorsscikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_olivetti_faces.html -
load_breast_cancer — scikit-learn 1.5.2 documen...
Gallery examples: Post pruning decision trees with cost complexity pruning Model-based and sequential feature selection Permutation Importance with Multicollinear or Correlated Features Effect of v...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html -
has_fit_parameter — scikit-learn 1.5.2 document...
Skip to main content Back to top Ctrl + K GitHub has_fit_parameter # sklearn.utils.validation. has_fit_parameter ( es...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.has_fit_parameter.html -
make_gaussian_quantiles — scikit-learn 1.5.2 do...
Gallery examples: Plot randomly generated classification dataset Multi-class AdaBoosted Decision Trees Two-class AdaBoostscikit-learn.org/stable/modules/generated/sklearn.datasets.make_gaussian_quantiles.html -
make_swiss_roll — scikit-learn 1.5.2 documentation
Gallery examples: Hierarchical clustering: structured vs unstructured ward Swiss Roll And Swiss-Hole Reductionscikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html -
permutation_test_score — scikit-learn 1.5.2 doc...
Gallery examples: Test with permutations the significance of a classification scorescikit-learn.org/stable/modules/generated/sklearn.model_selection.permutation_test_score.html -
dict_learning_online — scikit-learn 1.5.2 docum...
Skip to main content Back to top Ctrl + K GitHub dict_learning_online # sklearn.decomposition. dict_learning_online (...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning_online.html