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sklearn.metrics.top_k_accuracy_score — scikit-l...
the order of the class scores must correspond to the order of labels...contain all the labels, labels must be provided. k int, default=2...scikit-learn.org/stable/modules/generated/sklearn.metrics.top_k_accuracy_score.html -
Plot classification probability — scikit-learn ...
scatter ( X [ mask_y_pred , 0 ], X [ mask_y_pred , 1 ], marker...predicted to belong to given class mask_y_pred = y_pred == label axes...scikit-learn.org/stable/auto_examples/classification/plot_classification_probability.html -
sklearn.manifold.Isomap — scikit-learn 1.4.2 do...
then radius must be None . radius float or None,...is a float, then n_neighbors must be set to None . New in version...scikit-learn.org/stable/modules/generated/sklearn.manifold.Isomap.html -
sklearn.linear_model.RANSACRegressor — scikit-l...
inlier_mask_ bool array of shape [n_samples] Boolean mask of inliers...LinearRegression is used, the user must provide a value. residual_threshold...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html -
sklearn.feature_extraction.DictVectorizer — sci...
X must have been produced by this DictVectorizer’s...Constructor for feature mappings. Must conform to the collections.Mapping...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
Robust linear model estimation using RANSAC — s...
) inlier_mask = ransac . inlier_mask_ outlier_mask = np . logical_not...scatter ( X [ inlier_mask ], y [ inlier_mask ], color = "yellowgreen"...scikit-learn.org/stable/auto_examples/linear_model/plot_ransac.html -
Scikit-learn governance and decision-making — s...
a proposal must have been made public and discussed...before the vote. Such proposal must be a consolidated document,...scikit-learn.org/stable/governance.html -
sklearn.linear_model.HuberRegressor — scikit-le...
Epsilon must be in the range [1, inf) . max_iter...is equal to alpha * ||w||^2 . Must be in the range [0, inf) . warm_start...scikit-learn.org/stable/modules/generated/sklearn.linear_model.HuberRegressor.html -
Compressive sensing: tomography reconstruction ...
logical_and ( mask > mask . mean (), mask_outer ) return np...list ( w [ mask ]) camera_inds += list ( inds [ mask ] + i * l_x...scikit-learn.org/stable/auto_examples/applications/plot_tomography_l1_reconstruction.html -
sklearn.metrics.roc_auc_score — scikit-learn 1....
The probability estimates must sum to 1 across the possible...the order of the class scores must correspond to the order of labels...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_auc_score.html