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GaussianRandomProjection — scikit-learn 1...
Added in version 1.1. n_features_in_ int Number of...n_components = 'auto' , * , eps = 0.1 , compute_inverse_components =...scikit-learn.org/stable/modules/generated/sklearn.random_projection.GaussianRandomProjection.html -
RobustScaler — scikit-learn 1.8.0 documen...
[[ 1. , - 2. , 2. ], ... [ - 2. , 1. , 3. ], ... [ 4. , 1. ,..., -2. , 0. ], [-1. , 0. , 0.4], [ 1. , 0. , -1.6]]) fit ( X ,...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.RobustScaler.html -
make_circles — scikit-learn 1.8.0 documen...
int64(1), np.int64(1), np.int64(1), np.int64(0), np.int64(0)]...outer circle in the range [0, 1) . Returns : X ndarray of shape...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_circles.html -
Time-related feature engineering — scikit...
spring 0 1 0 False 6 False clear 9.84 14.395 0.81 0.0000 1 spring...spring 0 1 1 False 6 False clear 9.02 13.635 0.80 0.0000 2 spring...scikit-learn.org/stable/auto_examples/applications/plot_cyclical_feature_engineering.html -
Plot the support vectors in LinearSVC — s...
subplot ( 1 , 2 , i + 1 ) plt . scatter ( X [:, 0 ], X [:, 1 ], c..."k" , levels = [ - 1 , 0 , 1 ], alpha = 0.5 , linestyles...scikit-learn.org/stable/auto_examples/svm/plot_linearsvc_support_vectors.html -
SVM Tie Breaking Example — scikit-learn 1...
1 ] . min (), X [:, 1 ] . max ()] xs = np...xlim [ 1 ], 1000 ) ys = np . linspace ( ylim [ 0 ], ylim [ 1 ], 1000...scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html -
make_swiss_roll — scikit-learn 1.8.0 docu...
is from Marsland [1] . References [ 1 ] ( 1 , 2 ) S. Marsland,...from Stephen Marsland’s code [1] . Parameters : n_samples int,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html -
CalibrationDisplay — scikit-learn 1.8.0 d...
y_true is in {-1, 1} or {0, 1}, pos_label is set to 1, otherwise...y-axes labels. Added in version 1.1. Attributes : line_ matplotlib...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibrationDisplay.html -
OutputCodeClassifier — scikit-learn 1.8.0...
means 1 unless in a joblib.parallel_backend context. -1 means...( estimator , * , code_size = 1.5 , random_state = None , n_jobs...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html -
Ridge — scikit-learn 1.8.0 documentation
Ridge ( alpha = 1.0 , * , fit_intercept = True ,...shape (n_targets,)}, default=1.0 Constant that multiplies the...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html