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make_hastie_10_2 — scikit-learn 1.7.2 doc...
float64(-1.0), np.float64(1.0), np.float64(-1.0), np.float64(1.0),...i ] = 1 if np . sum ( X [ i ] ** 2 ) > 9.34 else - 1 Read more...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_hastie_10_2.html -
IsotonicRegression — scikit-learn 1.7.2 d...
1 , .2 ]) array([1.8628, 3.7256]) fit (...n_samples = 10 , n_features = 1 , random_state = 41 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
LabelSpreading — scikit-learn 1.7.2 docum...
means 1 unless in a joblib.parallel_backend context. -1 means...Clamping factor. A value in (0, 1) that specifies the relative amount...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelSpreading.html -
silhouette_samples — scikit-learn 1.7.2 d...
The best value is 1 and the worst value is -1. Values near 0 indicate...<= n_labels <= n_samples - 1 . This function returns the Silhouette...scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_samples.html -
StandardScaler — scikit-learn 1.7.2 docum...
( data )) [[-1. -1.] [-1. -1.] [ 1. 1.] [ 1. 1.]] >>>...0 , 0 ], [ 0 , 0 ], [ 1 , 1 ], [ 1 , 1 ]] >>> scaler...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html -
3.1. Cross-validation: evaluating estimator per...
3] [0 1] [1 3] [0 2] [1 2] [0 3] [0 3] [1 2] [0 2] [1 3] [0 1]...= [ 1 , 1 , 1 , 2 , 2 , 2 ] >>> groups = [ 1 , 1 , 2...scikit-learn.org/stable/modules/cross_validation.html -
SplineTransformer — scikit-learn 1.7.2 do...
n_splines=n_knots + degree - 1 ( n_knots - 1 for extrapolation="periodic"...degree - 1 for non-periodic splines and n_knots - 1 for periodic...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
HDBSCAN — scikit-learn 1.7.2 documentation
means 1 unless in a joblib.parallel_backend context. -1 means.... labels_ ) . tolist () [-1, 0, 1, 2, 3, 4, 5, 6, 7] dbscan_clustering...scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html -
make_swiss_roll — scikit-learn 1.7.2 docu...
algorithm is from Marsland [1]. References [ 1 ] S. Marsland, “Machine...from Stephen Marsland’s code [1]. Parameters : n_samples int,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html -
MLPRegressor — scikit-learn 1.7.2 documen...
returns f(x) = 1 / (1 + exp(-x)). ‘tanh’, the hyperbolic...random_state = 1 , max_iter = 2000 , tol = 0.1 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html