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sklearn.neighbors.LocalOutlierFactor — scikit-l...
default=’auto’ Algorithm used to compute the nearest neighbors: ‘ball_tree’...Metric to use for distance computation. Default is “minkowski”,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.LocalOutlierFactor.html -
sklearn.neighbors.KernelDensity — scikit-learn ...
Metric to use for distance computation. See the documentation of...N-point problems. Examples Compute a gaussian kernel density estimate...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KernelDensity.html -
3.3. Metrics and scoring: quantifying the quali...
to compute the scores. any additional... (y_true, probas_pred, *) Compute precision-recall pairs for...scikit-learn.org/stable/modules/model_evaluation.html -
Multiclass Receiver Operating Characteristic (R...
consists in computing a ROC curve per each of the...classes (using numpy.ravel ) to compute the average metrics as follows:...scikit-learn.org/stable/auto_examples/model_selection/plot_roc.html -
sklearn.model_selection.validation_curve — scik...
Compute scores for an estimator with...parameter. However, this will also compute training scores and is merely...scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html -
sklearn.cluster.dbscan — scikit-learn 1.4.2 doc...
NearestNeighbors module to compute pointwise distances and find.... This implementation bulk-computes all neighborhood queries,...scikit-learn.org/stable/modules/generated/dbscan-function.html -
Regularization path of L1- Logistic Regression ...
Logistic Regression Load data Compute regularization path Plot regularization...model fit to speed-up the computation of the full-path. # Author:...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic_path.html -
sklearn.preprocessing.StandardScaler — scikit-l...
independently on each feature by computing the relevant statistics on...the training set. Used to compute scale_ . Equal to None when...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html -
sklearn.ensemble.HistGradientBoostingClassifier...
as inverse link function to compute the predicted positive class...as inverse link function to compute the predicted probabilities...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
sklearn.linear_model.lars_path_gram — scikit-le...
lars_path_gram Compute LARS path. lasso_path Compute Lasso path with...machine-precision regularization in the computation of the Cholesky diagonal...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path_gram.html