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Outlier detection with Local Outlier Factor (LO...
The Local Outlier Factor (LOF) algorithm is an unsupervised anomaly detection method which computes the local density deviation of a given data point with respect to its neighbors. It considers as ...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_outlier_detection.html -
Nested versus non-nested cross-validation — sci...
This example compares non-nested and nested cross-validation strategies on a classifier of the iris data set. Nested cross-validation (CV) is often used to train a model in which hyperparameters al...scikit-learn.org/stable/auto_examples/model_selection/plot_nested_cross_validation_iris.html -
Plot different SVM classifiers in the iris data...
Comparison of different linear SVM classifiers on a 2D projection of the iris dataset. We only consider the first 2 features of this dataset: Sepal length, Sepal width. This example shows how to pl...scikit-learn.org/stable/auto_examples/svm/plot_iris_svc.html -
Perceptron — scikit-learn 1.8.0 documentation
text documents Out-of-core classification of text documents On...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Perceptron.html -
Prediction Latency — scikit-learn 1.8.0 documen...
text documents Out-of-core classification of text documents Normal,...scikit-learn.org/stable/auto_examples/applications/plot_prediction_latency.html -
IsolationForest example — scikit-learn 1.8.0 do...
Documentation for IsolationForest i Fitted...nbviewer.org. IsolationForest ? Documentation for IsolationForest i Fitted...scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html -
GridSearchCV — scikit-learn 1.8.0 documentation
best_estimator_ is defined (see the documentation for the refit parameter...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html -
8.2. Real world datasets — scikit-learn 1.8.0 d...
would not generalize to other documents that aren’t from this window...example Classification of text documents using sparse features shuffles...scikit-learn.org/stable/datasets/real_world.html -
ComplementNB — scikit-learn 1.8.0 documen...
evaluation 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.naive_bayes.ComplementNB.html -
pairwise_distances_argmin_min — scikit-learn 1....
‘yule’] See the documentation for scipy.spatial.distance...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_argmin_min.html