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Single estimator versus bagging: bias-variance ...
- ( x ** 2 )) + 1.5 * np . exp ( - (( x - 2 ) ** 2 )) def generate...{0} : {1:.4f} (error) = {2:.4f} (bias^2) " " + {3:.4f}...scikit-learn.org/stable/auto_examples/ensemble/plot_bias_variance.html -
Compressive sensing: tomography reconstruction ...
x - l / 2.0 ) ** 2 + ( y - l / 2.0 ) ** 2 < ( l / 2.0 ) **...** 2 mask = np . zeros (( l , l )) points = l * rs . rand ( 2 ,...scikit-learn.org/stable/auto_examples/applications/plot_tomography_l1_reconstruction.html -
Install IBM Cloud Pak for Data 5.2 on Red Hat O...
2.0/cpd-cli-ppc64le-EE-14.2.0.tgz tar -xzvf ...cpd-cli-ppc64le-EE-14.2.0.tgz mv cpd-cli-ppc64le-EE-14.2.0*/* . rm -rf...developer.ibm.com/tutorials/install-cpd-4-on-ocp-48-on-powervs/ -
Normal, Ledoit-Wolf and OAS Linear Discriminant...
centers = [[ - 2 ], [ 2 ]]) # add non-discriminative...features_samples_ratio , acc_clf1 , linewidth = 2 , label = "LDA" , color...scikit-learn.org/stable/auto_examples/classification/plot_lda.html -
Permutation Importance vs Random Forest Feature...
None min_samples_split 2 min_samples_leaf 1 min_...random_state = 42 , n_jobs = 2 ) sorted_importances_idx = result...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance.html -
One-class SVM with non-linear kernel (RBF) R...
2 ) X_train = np . r_ [ X + 2 , X - 2 ] # Generate...randn ( 20 , 2 ) X_test = np . r_ [ X + 2 , X - 2 ] # Generate...scikit-learn.org/stable/auto_examples/svm/plot_oneclass.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 -
Build an AI research agent for image analysis w...
2 Vision Model alongside the Granite 3.2 8B Language...image analysis with Granite 3.2 Reasoning and Vision models Combine...developer.ibm.com/tutorials/awb-build-ai-research-agent-image-analysis-granite/ -
Bisecting K-Means and Regular K-Means Performan...
centers = 2 , random_state = random_state...scikit-learn.org/stable/auto_examples/cluster/plot_bisect_kmeans.html -
A demo of K-Means clustering on the handwritten...
can use PCA to project into a 2-dimensional space and plot the...reduced_data = PCA ( n_components = 2 ) . fit_transform ( data ) kmeans...scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_digits.html