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Two-class AdaBoost — scikit-learn 1.6.1 documen...
This example fits an AdaBoosted decision stump on a non-linearly separable classification dataset composed of two “Gaussian quantiles” clusters (see sklearn.datasets.make_gaussian_quantiles) and pl...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_twoclass.html -
SVM Tie Breaking Example — scikit-learn 1.6.1 d...
Tie breaking is costly if decision_function_shape='ovr', and therefore it is not enabled by default. This example illustrates the effect of the break_ties parameter for a multiclass classification ...scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html -
Early stopping in Gradient Boosting — scikit-le...
Gradient Boosting is an ensemble technique that combines multiple weak learners, typically decision trees, to create a robust and powerful predictive model. It does so in an iterative fashion, wher...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_early_stopping.html -
A demo of the Spectral Biclustering algorithm —...
This example demonstrates how to generate a checkerboard dataset and bicluster it using the SpectralBiclustering algorithm. The spectral biclustering algorithm is specifically designed to cluster d...scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_biclustering.html -
Plot the decision boundaries of a VotingClassif...
Plot the decision boundaries of a VotingClassifier for two features of the Iris dataset. Plot the class probabilities of the first sample in a toy dataset predicted by three different classifiers a...scikit-learn.org/stable/auto_examples/ensemble/plot_voting_decision_regions.html -
Agglomerative clustering with different metrics...
Demonstrates the effect of different metrics on the hierarchical clustering. The example is engineered to show the effect of the choice of different metrics. It is applied to waveforms, which can b...scikit-learn.org/stable/auto_examples/cluster/plot_agglomerative_clustering_metrics.html -
Plot individual and voting regression predictio...
Documentation for VotingRegressor i Fitted...GradientBoostingRegr ? Documentation for GradientBoostingRegr...scikit-learn.org/stable/auto_examples/ensemble/plot_voting_regressor.html -
Visualization of MLP weights on MNIST — scikit-...
that is used to build this documentation on a regular basis. Iteration...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html -
Version 0.13 — scikit-learn 1.6.1 documentation
improvements to tests and documentation. People # List of contributors...shingVectorizer for text documents by Olivier Grisel See Feature...scikit-learn.org/stable/whats_new/v0.13.html -
Version 0.16 — scikit-learn 1.6.1 documentation
Documentation improvements # Added example...heterogeneous input. By Matt Terry Documentation on scorers was improved,...scikit-learn.org/stable/whats_new/v0.16.html