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OPTICS — scikit-learn 1.8.0 documentation
2 (1999): 49-60. [ 2 ] Schubert, Erich, Michael...>>> X = np . array ([[ 1 , 2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8...scikit-learn.org/stable/modules/generated/sklearn.cluster.OPTICS.html -
PolynomialFeatures — scikit-learn 1.8.0 d...
degree-2 polynomial features are [1, a, b, a^2, ab, b^2]. Read...etc. excluded: x[0] ** 2 , x[0] ** 2 * x[1] , etc. include_bias...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PolynomialFeatures.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 -
VotingRegressor — scikit-learn 1.8.0 docu...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...X = np . array ([[ 1 , 1 ], [ 2 , 4 ], [ 3 , 9 ], [ 4 , 16 ],...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingRegressor.html -
make_moons — scikit-learn 1.8.0 documenta...
2 , random_state = 42 ) >>> X . shape (200, 2) >>>...n_samples int or tuple of shape (2,), dtype=int, default=100 If int,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_moons.html -
Comparison of LDA and PCA 2D projection of Iris...
the different samples on the 2 first principal components. Linear...target_names pca = PCA ( n_components = 2 ) X_r = pca . fit ( X ) . transform...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_lda.html -
Joint feature selection with multi-task Lasso &...
2 , 2 ) plt . spy ( coef_multi_task_lasso_...)) times = np . linspace ( 0 , 2 * np . pi , n_tasks ) for k in...scikit-learn.org/stable/auto_examples/linear_model/plot_multi_task_lasso_support.html -
Linux - Learningpaths - IBM Developer
Path Prepare for LPIC-1 exam 2 - topic 106: User interfaces and...Path Prepare for LPIC-1 exam 2 - topic 107: Administrative tasks...developer.ibm.com/technologies/linux/learningpaths/ -
additive_chi2_kernel — scikit-learn 1.8.0...
-2.], [-2., -1.]]) On this page This...given by: k(x, y) = -Sum [(x - y)^2 / (x + y)] It can be interpreted...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.additive_chi2_kernel.html -
Plot different SVM classifiers in the iris data...
subplots ( 2 , 2 ) plt . subplots_adjust ( wspace...dataset. We only consider the first 2 features of this dataset: Sepal...scikit-learn.org/stable/auto_examples/svm/plot_iris_svc.html