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Decision boundary of semi-supervised classifier...
c_ [ xx . ravel (), yy . ravel ()])...scatter ( X [:, 0 ], X [:, 1 ], c = colors , edgecolors = "black"...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_versus_svm_iris.html -
Iso-probability lines for Gaussian Processes cl...
els import ConstantKernel as C from sklearn.gaussian_process.kernels...Gaussian Process Model kernel = C ( 0.1 , ( 1e-5 , np . inf )) *...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_isoprobability.html -
permutation_test_score — scikit-learn 1.7.1 doc...
calculated as: (C + 1) / (n_permutations + 1) Where C is the number...scikit-learn.org/stable/modules/generated/sklearn.model_selection.permutation_test_score.html -
Probability Calibration curves — scikit-learn 1...
GaussianNB lr = LogisticRegression ( C = 1.0 ) gnb = GaussianNB () gnb_isotonic...proba_pos_class proba = np . c_ [ proba_neg_class , proba_pos_class...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_curve.html -
Introducing the set_output API — scikit-learn 1...
Parameters score_func <function f_c...x7f48a4c1f9a0> percentile 75...penalty 'l2' dual False tol 0.0001 C 1.0 fit_intercept True intercept_scaling...scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html -
Using KBinsDiscretizer to discretize continuous...
c = "k" ) ax1 . legend ( loc = "best".... plot ( X [:, 0 ], y , "o" , c = "k" ) ax2 . vlines ( enc . bin_edges_...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization.html -
Release Highlights for scikit-learn 1.3 — sciki...
or with conda: conda install - c conda - forge scikit - learn Metadata...LogisticRegression (), X , y , param_name = "C" , param_range = np . geomspace...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html -
check_X_y — scikit-learn 1.7.1 documentation
‘C’}, default=None Whether an array...will be forced to be fortran or c-style. If None , then the input...scikit-learn.org/stable/modules/generated/sklearn.utils.check_X_y.html -
1.6. Nearest Neighbors — scikit-learn 1.7.1 doc...
point \(C\) , then we know that points \(A\) and \(C\) are very...\[p_{i}=\sum\limits_{j \in C_i}{p_{i j}}\] where \(C_i\) is the set of...scikit-learn.org/stable/modules/neighbors.html -
SplineTransformer — scikit-learn 1.7.1 document...
order {‘C’, ‘F’}, default=’C’ Order of output array...include_bias = True , order = 'C' , sparse_output = False ) [source]...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html