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haversine_distances — scikit-learn 1.8.0 ...
with a less than 1% error on average. Examples We...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.haversine_distances.html -
Sparse inverse covariance estimation — sc...
RandomState ( 1 ) prec = make_sparse_spd_matrix...): plt . subplot ( 2 , 4 , i + 1 ) plt . imshow ( this_cov , interpolation...scikit-learn.org/stable/auto_examples/covariance/plot_sparse_cov.html -
Kernel Density Estimation — scikit-learn ...
logspace ( - 1 , 1 , 20 )} grid = GridSearchCV...new_data . reshape (( 4 , 11 , - 1 )) real_data = digits . data [:...scikit-learn.org/stable/auto_examples/neighbors/plot_digits_kde_sampling.html -
PredictionErrorDisplay — scikit-learn 1.8...
scikit-learn 1.2 Release Highlights for scikit-learn 1.2 On this...Evaluation Guide . Added in version 1.2. Parameters : y_true ndarray...scikit-learn.org/stable/modules/generated/sklearn.metrics.PredictionErrorDisplay.html -
Species distribution modeling — scikit-le...
subplot ( 1 , 2 , i + 1 ) if basemap : print ( "...Returns ------- (xgrid, ygrid) : 1-D arrays The grid corresponding...scikit-learn.org/stable/auto_examples/applications/plot_species_distribution_modeling.html -
Tweedie regression on insurance claims — ...
tweedie_powers = [ 1.5 , 1.7 , 1.8 , 1.9 , 1.99 , 1.999 , 1.9999 ] scores_product_model...dev p=1.9990 1.914574e+03 1.914370e+03 1.914537e+03 1.914388e+03...scikit-learn.org/stable/auto_examples/linear_model/plot_tweedie_regression_insurance_claims.html -
Gradient Boosting Out-of-Bag estimates — ...
subsample < 1.0 ), the estimates are derived...y = random_state . binomial ( 1 , p , size = n_samples ) X = np...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
Version 0.20 — scikit-learn 1.8.0 documen...
1} or {-1, 1} through pos_label parameter....PyPy3-v5.10+, Numpy 1.14.0+, and scipy 1.1.0+ are required. #11010...scikit-learn.org/stable/whats_new/v0.20.html -
FactorAnalysis — scikit-learn 1.8.0 docum...
Added in version 1.0. See also PCA Principal component...Machine Learning, Algorithm 21.1. Christopher M. Bishop: Pattern...scikit-learn.org/stable/modules/generated/sklearn.decomposition.FactorAnalysis.html -
Faces recognition example using eigenfaces and ...
1 )[ - 1 ] true_name = target_names.... rsplit ( " " , 1 )[ - 1 ] return "predicted:...scikit-learn.org/stable/auto_examples/applications/plot_face_recognition.html