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1.15. Isotonic regression — scikit-learn 1.7.0 ...
The class IsotonicRegression fits a non-decreasing real function to 1-dimensional data. It solves the following problem:\min \sum_i w_i (y_i - \hat{y}_i)^2 subject to\hat{y}_i \le \hat{y}_j wheneve...scikit-learn.org/stable/modules/isotonic.html -
Plot classification boundaries with different S...
This example shows how different kernels in a SVC(Support Vector Classifier) influence the classification boundaries in a binary, two-dimensional classification problem. SVCs aim to find a hyperpla...scikit-learn.org/stable/auto_examples/svm/plot_svm_kernels.html -
11. Common pitfalls and recommended practices —...
The purpose of this chapter is to illustrate some common pitfalls and anti-patterns that occur when using scikit-learn. It provides examples of what not to do, along with a corresponding correct ex...scikit-learn.org/stable/common_pitfalls.html -
randomized_svd — scikit-learn 1.7.0 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version randomized_svd # sklearn.utils.extmath. randomized_sv...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.randomized_svd.html -
show_versions — scikit-learn 1.7.0 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version show_versions # sklearn. show_versions ( ) [source] #...scikit-learn.org/stable/modules/generated/sklearn.show_versions.html -
gen_batches — scikit-learn 1.7.0 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version gen_batches # sklearn.utils. gen_batches ( n , batch_...scikit-learn.org/stable/modules/generated/sklearn.utils.gen_batches.html -
make_checkerboard — scikit-learn 1.7.0 document...
Gallery examples: A demo of the Spectral Biclustering algorithmscikit-learn.org/stable/modules/generated/sklearn.datasets.make_checkerboard.html -
load_files — scikit-learn 1.7.0 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version load_files # sklearn.datasets. load_files ( container...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_files.html -
plot_tree — scikit-learn 1.7.0 documentation
Gallery examples: Plot the decision surface of decision trees trained on the iris dataset Understanding the decision tree structurescikit-learn.org/stable/modules/generated/sklearn.tree.plot_tree.html -
fetch_kddcup99 — scikit-learn 1.7.0 documentation
Gallery examples: Evaluation of outlier detection estimatorsscikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_kddcup99.html