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GammaRegressor — scikit-learn 1.8.0 documentation
determination R^2. R^2 uses squared error and D^2 uses the deviance...GammaRegressor () >>> X = [[ 1 , 2 ], [ 2 , 3 ], [ 3 , 4 ], [ 4 , 3...scikit-learn.org/stable/modules/generated/sklearn.linear_model.GammaRegressor.html -
CountVectorizer — scikit-learn 1.8.0 documentation
2) means unigrams and bigrams, and (2, 2) means only...= 'word' , ngram_range = ( 2 , 2 )) >>> X2 = vectorizer2 . fit_transform...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html -
Sum — scikit-learn 1.8.0 documentation
kernel = Sum ( ConstantKernel ( 2 ), RBF ()) >>> gpr = GaussianProcessRegre...X , y ) 1.0 >>> kernel 1.41**2 + RBF(length_scale=1) __call__...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Sum.html -
MultiTaskElasticNetCV — scikit-learn 1.8.0 docu...
[ 2 , 2 ]], ... [[ 0 , 0 ], [ 1 , 1 ], [ 2 , 2 ]]) Mul...is: ( 1 / ( 2 * n_samples )) * || Y - XW || _Fro ^ 2 + alpha *...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.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 -
radius_neighbors_graph — scikit-learn 1.8.0 doc...
p = 2 , metric_params = None , include_self...standard Euclidean distance when p = 2. See the documentation of scipy.spatial.distance...scikit-learn.org/stable/modules/generated/sklearn.neighbors.radius_neighbors_graph.html -
confusion_matrix_at_thresholds — scikit-learn 1...
array([2., 1., 1., 0.]) >>> fps array([0., 1., 1., 2.]) >>> fns...0.]) >>> tps array([1., 1., 2., 2.]) >>> thresholds array([0.8...scikit-learn.org/stable/modules/generated/sklearn.metrics.confusion_matrix_at_thresholds.html -
SpectralEmbedding — scikit-learn 1.8.0 document...
SpectralEmbedding ( n_components = 2 , * , affinity = 'nearest_neighbors'...Parameters : n_components int, default=2 The dimension of the projected...scikit-learn.org/stable/modules/generated/sklearn.manifold.SpectralEmbedding.html -
IBM Maximo Application Suite - IBM Developer
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SpectralClustering — scikit-learn 1.8.0 documen...
( - dist_matrix ** 2 / ( 2. * delta ** 2 )) where delta is a...normalized graph cuts [1] , [2] . When calling fit , an affinity...scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html