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Selecting dimensionality reduction with Pipelin...
- >1 : the computation time for each fold and parameter...the starting time of the computation. 0 pre_dispatch pre_dispatch:...scikit-learn.org/stable/auto_examples/compose/plot_compare_reduction.html -
IncrementalPCA — scikit-learn 1.8.0 docum...
The computational overhead of each SVD is...n_samples / batch_size SVD computations to get the principal components,...scikit-learn.org/stable/modules/generated/sklearn.decomposition.IncrementalPCA.html -
KNeighborsTransformer — scikit-learn 1.8....
one extra neighbor will be computed when mode == ‘distance’. In...default=’auto’ Algorithm used to compute the nearest neighbors: ‘ball_tree’...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsTransformer.html -
det_curve — scikit-learn 1.8.0 documentation
drop_intermediate = False ) [source] # Compute Detection Error Tradeoff (DET)...decision_function ) used to compute FPR and FNR. Changed in version...scikit-learn.org/stable/modules/generated/sklearn.metrics.det_curve.html -
PartialDependenceDisplay — scikit-learn 1...
to use to compute the partial dependences. Computation is parallelized...for which the PDPs should be computed. Note that for binary classification,...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.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 -
Custom refit strategy of a grid search with cro...
- >1 : the computation time for each fold and parameter...the starting time of the computation. 0 pre_dispatch pre_dispatch:...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
sklearn.utils — scikit-learn 1.8.0 docume...
murmurhash3_32 Compute the 32bit murmurhash3 of key...scikit-learn. extmath.density Compute density of a sparse vector....scikit-learn.org/stable/api/sklearn.utils.html -
NearestNeighbors — scikit-learn 1.8.0 doc...
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.NearestNeighbors.html -
roc_curve — scikit-learn 1.8.0 documentation
drop_intermediate = True ) [source] # Compute Receiver operating characteristic...decision function used to compute fpr and tpr. The first threshold...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_curve.html