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Post-tuning the decision threshold for cost-sen...
fraudulent_refuse = ( mask_true_positive . sum () * 50 ) + amount [ mask_true_positive...y_true , y_pred , amount ): mask_true_positive = ( y_true ==...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.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 -
NMF — scikit-learn 1.5.0 documentation
custom matrices W and H which must both be provided. Changed in...scikit-learn.org/stable/modules/generated/sklearn.decomposition.NMF.html -
SelectFpr — scikit-learn 1.5.0 documentation
input_features = None ) [source] # Mask feature names according to selected...array-like, then input_features must match feature_names_in_ if feature_names_in_...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFpr.html -
GridSearchCV — scikit-learn 1.5.0 documentation
'param_gamma' : masked_array ( data = [ -- -- 0.1 0.2 ], mask = [ True...'param_degree' : masked_array ( data = [ 2.0 3.0 -- -- ], mask = [ False...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html -
Elasticsearch features list | Elastic
snapshot targets must also ensure that data is encrypted...In addition, snapshot targets must also ensure that data is encrypted...www.elastic.co/elasticsearch/features -
Elasticsearch Scoring: Based on multiple kNN fi...
the index must be primed with appropriate embeddings...www.elastic.co/search-labs/blog/scoring-documents-by-the-closest-one-with-multiple-kNN-fields -
1.17. Neural network models (supervised) — scik...
Note that you must apply the same scaling to the...scikit-learn.org/stable/modules/neural_networks_supervised.html -
How to optimize for speed — scikit-learn 1.6.de...
one must use a Python interpreter built...scikit-learn.org/dev/developers/performance.html -
2.5. Decomposing signals in components (matrix ...
of the data to be processed must fit in main memory. The IncrementalPCA...model to be correct, whitening must be applied. This can be done...scikit-learn.org/stable/modules/decomposition.html