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plot_release_highlights_1_7_0.ipynb
cv=5, return_estimator=True, return_indices=True)\n_ = Roc...uting=True)\n\nX, y = make_classification(random_state=0)\nX_train,...scikit-learn.org/stable/_downloads/b7d178d09f44d400894015228deb0ddb/plot_release_highlights_1_7_0... -
MinMaxScaler — scikit-learn 1.7.0 documentation
feature_range = (0, 1) , * , copy = True , clip = False ) [source]...X_std = ( X - X . min ( axis = 0 )) / ( X . max ( axis = 0 ) -...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html -
FixedThresholdClassifier — scikit-learn 1.7.0 d...
threshold = 'auto' , pos_label = None , response_method = 'auto'...weights = [ 0.9 , 0.1 ], class_sep = 0.8 , random_state = 42 ......scikit-learn.org/stable/modules/generated/sklearn.model_selection.FixedThresholdClassifier.html -
validation_curve — scikit-learn 1.7.0 documenta...
groups = None , cv = None , scoring = None , n_jobs = None ,...pre_dispatch = 'all' , verbose = 0 , error_score = nan , fit_params...scikit-learn.org/stable/modules/generated/sklearn.model_selection.validation_curve.html -
ExtraTreeRegressor — scikit-learn 1.7.0 documen...
criterion = 'squared_error' , splitter = 'random' , max_depth = None...min_weight_fraction_leaf = 0.0 , max_features = 1.0 , random_state = None , m...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeRegressor.html -
HistGradientBoostingClassifier — scikit-learn 1...
n_iter_no_change = 10 , tol = 1e-07 , verbose = 0 , random_state = None ,...loss = 'log_loss' , * , learning_rate = 0.1 , max_iter = 100 ,...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html -
Early stopping in Gradient Boosting — scikit-le...
params = dict ( n_estimators = 1000 , max_depth = 5 , learning_rate...learning_rate = 0.1 , random_state = 42 ) gbm_full = GradientBoostingRegr...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_early_stopping.html -
MeanShift — scikit-learn 1.7.0 documentation
min_bin_freq = 1 , cluster_all = True , n_jobs = None , max_iter = 300..., bandwidth = None , seeds = None , bin_seeding = False , min_bin_freq...scikit-learn.org/stable/modules/generated/sklearn.cluster.MeanShift.html -
mean_shift — scikit-learn 1.7.0 documentation
min_bin_freq = 1 , cluster_all = True , max_iter = 300 , n_jobs = None..., bandwidth = None , seeds = None , bin_seeding = False , min_bin_freq...scikit-learn.org/stable/modules/generated/sklearn.cluster.mean_shift.html -
Orthogonal Matching Pursuit — scikit-learn 1.7....
data # y = Xw # |x|_0 = n_nonzero_coefs y , X , w = make_sparse_coded_signal...n_samples = 1 , n_components = n_components , n_features = n_features...scikit-learn.org/stable/auto_examples/linear_model/plot_omp.html