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Comparison between grid search and successive h...
} clf = SVC ( random_state = rng ) tic = time () gsh = HalvingGridSearchCV...ha = "center" , va = "center" , color = "w" , fontsize = 20 ,...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_heatmap.html -
Ability of Gaussian process regression (GPR) to...
y = y_train , color = "black" , alpha = 0.4 , label = "Observations"...], y = y_train , color = "black" , alpha = 0.4 , label = "Observations"...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy.html -
Comparison of the K-Means and MiniBatchKMeans c...
different += ( k_means_labels == k ) != ( mbk_means_labels == k ) identical...( left = 0.02 , right = 0.98 , bottom = 0.05 , top = 0.9 ) colors...scikit-learn.org/stable/auto_examples/cluster/plot_mini_batch_kmeans.html -
plot_multi_metric_evaluation.py
""" ========== Demonstration of multi-metric evaluation on cross_val_score...cross_val_score and GridSearchCV ========== Multiple metric parameter...scikit-learn.org/stable/_downloads/dedbcc9464f3269f4f012f4bfc7d16da/plot_multi_metric_evaluation.py -
Common pitfalls in the interpretation of coeffi...
data = coefs , orient = "h" , palette = "dark:k" , alpha = 0.5...data = coefs , orient = "h" , color = "cyan" , saturation = 0.5...scikit-learn.org/stable/auto_examples/inspection/plot_linear_model_coefficient_interpretation.html -
Class Likelihood Ratios to measure classificati...
axs = plt . subplots ( nrows = 3 , ncols = 2 , figsize = ( 15...response_method = "predict" , alpha = 0.5 , ax = ax , ) scatter = disp ....scikit-learn.org/stable/auto_examples/model_selection/plot_likelihood_ratios.html -
Manifold learning on handwritten digits: Locall...
axs = plt . subplots ( nrows = 10 , ncols = 10 , figsize = ( 6...X [ y == digit ] . T , marker = f "$ { digit } $" , s = 60 , color...scikit-learn.org/stable/auto_examples/manifold/plot_lle_digits.html -
Multiclass sparse logistic regression on 20newg...
train_samples=4500, n_features=130107, n_classes=20 [model=One versus...max_iter = this_max_iter , random_state = 42 , ) if model == "ovr"...scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_20newsgroups.html -
CDL: Visualising the power of data with Canvas ...
progress shape="gauge" label=true font={font family="'Open Sans',...sans-serif" size=24 align="center" color="#FFFFFF" weight="normal" underline=false...www.elastic.co/blog/cdl-visualising-the-power-of-data-with-canvas-and-elasticsearch -
Linear and Quadratic Discriminant Analysis with...
y_right = X [ y == y_pred ], y [ y == y_pred ] X_wrong...[:, 1 ], c = y_right , s = 20 , cmap = cmap , alpha = 0.5 ) ax...scikit-learn.org/stable/auto_examples/classification/plot_lda_qda.html