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Evaluate the performance of a classifier with C...
Example of confusion matrix usage to evaluate the quality of the output of a classifier on the iris data set. The diagonal elements represent the number of points for which the predicted label is e...scikit-learn.org/stable/auto_examples/model_selection/plot_confusion_matrix.html -
Effect of varying threshold for self-training —...
This example illustrates the effect of a varying threshold on self-training. The breast_cancer dataset is loaded, and labels are deleted such that only 50 out of 569 samples have labels. A SelfTrai...scikit-learn.org/stable/auto_examples/semi_supervised/plot_self_training_varying_threshold.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 -
Version 0.23 — scikit-learn 1.8.0 documentation
previously didn’t work as documented – or according to reasonable...follow the Python logging documentation recommendation for libraries...scikit-learn.org/stable/whats_new/v0.23.html -
DecisionBoundaryDisplay — scikit-learn 1.8.0 do...
the following matplotlib documentation for details: contourf ,...the following matplotlib documentation for details: contourf ,...scikit-learn.org/stable/modules/generated/sklearn.inspection.DecisionBoundaryDisplay.html -
RidgeClassifier — scikit-learn 1.8.0 documentation
# Classification of text documents using sparse features Classification...Classification of text documents using sparse features On this page...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeClassifier.html -
_safe_indexing — scikit-learn 1.8.0 documentation
Warning This utility is documented, but private . This means...scikit-learn.org/stable/modules/generated/sklearn.utils._safe_indexing.html -
radius_neighbors_graph — scikit-learn 1.8.0 doc...
See the documentation of scipy.spatial.distance...scikit-learn.org/stable/modules/generated/sklearn.neighbors.radius_neighbors_graph.html -
kneighbors_graph — scikit-learn 1.8.0 documenta...
See the documentation of scipy.spatial.distance...scikit-learn.org/stable/modules/generated/sklearn.neighbors.kneighbors_graph.html -
RandomForestClassifier — scikit-learn 1.8.0 doc...
4 Classification of text documents using sparse features Classification...Classification of text documents using sparse features On this page...scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html