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type_of_target — scikit-learn 1.8.0 documentation
2.0 ]) 'binary' >>> type_of_target ([ 1 , 0 , 2 ]) 'multiclass'...> 1. ‘binary’: y contains <= 2 discrete values and is 1d or a...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.type_of_target.html -
mean_pinball_loss — scikit-learn 1.8.0 document...
2 , 3 ] >>> mean_pinball_loss ( y_true , [ 0 , 2 , 3 ],...mean_pinball_loss ( y_true , [ 1 , 2 , 4 ], alpha = 0.1 ) 0.3... >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_pinball_loss.html -
NearestNeighbors — scikit-learn 1.8.0 documenta...
2 , return_distance = False ) array([[2, 0]]...) >>>...array([[2]])) As you can see, it returns [[0.5]], and [[2]], which...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html -
PoissonRegressor — scikit-learn 1.8.0 documenta...
determination R^2. R^2 uses squared error and D^2 uses the deviance...PoissonRegressor () >>> X = [[ 1 , 2 ], [ 2 , 3 ], [ 3 , 4 ], [ 4 , 3...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html -
KBinsDiscretizer — scikit-learn 1.8.0 documenta...
[ 2., 2., 2., 1.], [ 2., 2., 2., 2.]]) Sometimes...>>> X = [[ - 2 , 1 , - 4 , - 1 ], ... [ - 1 , 2 , - 3 , - 0.5...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.KBinsDiscretizer.html -
fetch_lfw_pairs — scikit-learn 1.8.0 documentation
2, 62, 47). Shape depends on subset Each row has 2 face...Download it if necessary. Classes 2 Samples total 13233 Dimensionality...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_lfw_pairs.html -
cluster_optics_dbscan — scikit-learn 1.8.0 docu...
2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8... ( ... X , ... min_samples = 2 , ... max_eps = np . inf , ......scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_dbscan.html -
TweedieRegressor — scikit-learn 1.8.0 documenta...
2 ], [ 2 , 3 ], [ 3 , 4 ], [ 4 , 3 ]] >>> y = [ 2 , 3.5...determination R^2. R^2 uses squared error and D^2 uses the deviance...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TweedieRegressor.html -
StratifiedKFold — scikit-learn 1.8.0 documentation
2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]]) >>>...StratifiedKFold ( n_splits = 2 ) >>> skf . get_n_splits () 2 >>> print ( skf...scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedKFold.html -
power_transform — scikit-learn 1.8.0 documentation
2 ], [ 3 , 2 ], [ 4 , 5 ]] >>> print...and negative values ‘box-cox’ [2] , only works with strictly positive...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html