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spectral_clustering — scikit-learn 1.7.0 docume...
[2] . Read more in the User Guide...be avoided. Added in version 1.2: Added ‘auto’ option. assign_labels...scikit-learn.org/stable/modules/generated/sklearn.cluster.spectral_clustering.html -
make_friedman1 — scikit-learn 1.7.0 documentation
2 ] - 0.5 ) ** 2 + 10 * X [:, 3 ] + 5 *...in Friedman [1] and Breiman [2]. Inputs X are independent features...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman1.html -
Simple 1D Kernel Density Estimation — scikit-le...
subplots ( 2 , 2 , sharex = True , sharey = True...1.05 ) axi . set_xlim ( - 2.9 , 2.9 ) ax [ 0 , 1 ] . set_title...scikit-learn.org/stable/auto_examples/neighbors/plot_kde_1d.html -
Selecting the number of clusters with silhouett...
and 2 columns fig , ( ax1 , ax2 ) = plt . subplots ( 1 , 2 ) fig...ambivalent in deciding between 2 and 4. Also from the thickness...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html -
TSNE — scikit-learn 1.7.0 documentation
2 - 0.8. Angle less than 0.2 has quickly increasing...sklearn.manifold. TSNE ( n_components = 2 , * , perplexity = 30.0 , early_exaggeration...scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html -
DecisionTreeRegressor — scikit-learn 1.7.0 docu...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...= None , min_samples_split = 2 , min_samples_leaf = 1 , min_...scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeRegressor.html -
Model Complexity Influence — scikit-learn 1.7.0...
"n_iter_no_change" : 2 , }, "changing_param" : "l1_ratio"..."tuned_params" : { "C" : 1e3 , "gamma" : 2 **- 15 }, "changing_param" : "nu"...scikit-learn.org/stable/auto_examples/applications/plot_model_complexity_influence.html -
Bunch — scikit-learn 1.7.0 documentation
b = 2 ) >>> b [ 'b' ] 2 >>> b . b 2 >>> b . a = 3 >>>...return a (key, value) pair as a 2-tuple. Pairs are returned in LIFO...scikit-learn.org/stable/modules/generated/sklearn.utils.Bunch.html -
check_symmetric — scikit-learn 1.7.0 documentation
2 ], [ 1 , 0 , 1 ], [ 2 , 1 , 0 ]]) >>> check_symmetric...symmetric_array ) array([[0, 1, 2], [1, 0, 1], [2, 1, 0]]) >>> from scipy.sparse...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.check_symmetric.html -
Metricbeat Reference | Elastic
2 Metricbeat Reference: 8.1 Metricbeat...Reference: 7.3 Metricbeat Reference: 7.2 Metricbeat Reference: 7.1 Metricbeat...www.elastic.co/guide/en/beats/metricbeat/index.html