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1. Supervised learning — scikit-learn 1.7.0 doc...
2. Linear and Quadratic Discriminant Analysis 1.2.1. Dimensionality...Linear Discriminant Analysis 1.2.2. Mathematical formulation of...scikit-learn.org/stable/supervised_learning.html -
Heartbeat Reference | Elastic
2 Heartbeat Reference: 8.1 Heartbeat...Reference: 7.3 Heartbeat Reference: 7.2 Heartbeat Reference: 7.1 Heartbeat...www.elastic.co/guide/en/beats/heartbeat/index.html -
Forecasting of CO2 level on Mona Loa dataset us...
co2_kernel 50**2 * RBF(length_scale=50) + 2**2 * RBF(length_scale=100)...GaussianProcessRegre(kernel=50**2 * RBF(length_scale=50) + 2**2 * RBF(length_scale=100)...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_co2.html -
Classifier comparison — scikit-learn 1.7.0 docu...
n_features = 2 , n_redundant = 0 , n_informative = 2 , random_state.... random . RandomState ( 2 ) X += 2 * rng . uniform ( size =...scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html -
Demonstration of multi-metric evaluation on cro...
datasets import make_hastie_10_2 from sklearn.metrics import accuracy_score...metrics # X , y = make_hastie_10_2 ( n_samples = 8000 , random_state...scikit-learn.org/stable/auto_examples/model_selection/plot_multi_metric_evaluation.html -
contingency_matrix — scikit-learn 1.7.0 documen...
2 , 2 ] >>> labels_pred = [ 1 , 0 , 2 , 1 , 0 , 2 ] >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.cluster.contingency_matrix.html -
styles.css
mr-2{margin-right:calc(var(--spacing)*2)}.mb-2{margin-b...spacing)*2)}.ml-2{margin-left:calc(var(--spacing)*2)}.ml-4{m...www.elastic.co/docs/_static/styles.css -
Understanding the decision tree structure — sci...
3] = 2.4) > 0.800000011920929) decision node 2 : (X_test[0,...max_depth None min_samples_split 2 min_samples_leaf 1 min_weight_fraction_leaf...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html -
The Johnson-Lindenstrauss bound for embedding w...
\|u - v\|^2 < \|p(u) - p(v)\|^2 < (1 + eps) \|u - v\|^2\] Where...\geq 4 log(n\_samples) / (eps^2 / 2 - eps^3 / 3)\] The first plot...scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html -
Receiver Operating Characteristic (ROC) with cr...
= 2 ], y [ y != 2 ] n_samples , n_features...linearly separable from the other 2; the latter are not linearly separable...scikit-learn.org/stable/auto_examples/model_selection/plot_roc_crossval.html