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Gradient Boosting regularization — scikit-learn...
Illustration of the effect of different regularization strategies for Gradient Boosting. The example is taken from Hastie et al 2009 1. The loss function used is binomial deviance. Regularization v...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regularization.html -
Compare BIRCH and MiniBatchKMeans — scikit-lear...
This example compares the timing of BIRCH (with and without the global clustering step) and MiniBatchKMeans on a synthetic dataset having 25,000 samples and 2 features generated using make_blobs. B...scikit-learn.org/stable/auto_examples/cluster/plot_birch_vs_minibatchkmeans.html -
make_classification — scikit-learn 1.7.2 docume...
Gallery examples: Probability Calibration curves Comparison of Calibration of Classifiers Classifier comparison OOB Errors for Random Forests Feature transformations with ensembles of trees Feature...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_classification.html -
sklearn.dummy — scikit-learn 1.7.2 documentation
Dummy estimators that implement simple rules of thumb. User guide. See the Metrics and scoring: quantifying the quality of predictions section for further details.scikit-learn.org/stable/api/sklearn.dummy.html -
sklearn.frozen — scikit-learn 1.7.2 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version sklearn.frozen # FrozenEstimator Estimator that wraps...scikit-learn.org/stable/api/sklearn.frozen.html -
Model Complexity Influence — scikit-learn 1.7.2...
Demonstrate how model complexity influences both prediction accuracy and computational performance. We will be using two datasets:,- Diabetes dataset for regression. This dataset consists of 10 mea...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
spectral_embedding — scikit-learn 1.7.2 documen...
Skip to main content Back to top Ctrl + K GitHub Choose version spectral_embedding # sklearn.manifold. spectral_embed...scikit-learn.org/stable/modules/generated/sklearn.manifold.spectral_embedding.html -
check_scoring — scikit-learn 1.7.2 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version check_scoring # sklearn.metrics. check_scoring ( esti...scikit-learn.org/stable/modules/generated/sklearn.metrics.check_scoring.html -
maxabs_scale — scikit-learn 1.7.2 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version maxabs_scale # sklearn.preprocessing. maxabs_scale ( ...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.maxabs_scale.html -
get_config — scikit-learn 1.7.2 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version get_config # sklearn. get_config ( ) [source] # Retri...scikit-learn.org/stable/modules/generated/sklearn.get_config.html