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Beats Developer Guide [8.19] | Elastic
Beats Contributing to the docs Testing Community Beats Defining field...Getting Ready Protocol Modules Testing Extending Metricbeat Overview...www.elastic.co/guide/en/beats/devguide/8.19/index.html -
Confusion matrix — scikit-learn 1.7.1 documenta...
set and a test set X_train , X_test , y_train , y_test = train_test_split...from_estimator ( classifier , X_test , y_test , display_labels = class_names...scikit-learn.org/stable/auto_examples/model_selection/plot_confusion_matrix.html -
Post-hoc tuning the cut-off point of decision f...
value_counts () class tested_negative 500 tested_positive 268 Name:..."train_accuracy" , "test_accuracy" , "train_balanced_accuracy" , "test_balanced_accuracy"...scikit-learn.org/stable/auto_examples/model_selection/plot_tuned_decision_threshold.html -
Detection error tradeoff (DET) curve — scikit-l...
X_test , y_train , y_test = train_test_split ( X ,...from_estimator ( clf , X_test , y_test , ax = ax_roc , name = name...scikit-learn.org/stable/auto_examples/model_selection/plot_det.html -
Curve Fitting with Bayesian Ridge Regression — ...
increasing = True ) X_test = np . vander ( x_test , n_order + 1 , increasing...predict ( X_test , return_std = True ) ax . plot ( x_test , func (...scikit-learn.org/stable/auto_examples/linear_model/plot_bayesian_ridge_curvefit.html -
7.3. Preprocessing data — scikit-learn 1.7.1 do...
X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) # apply scaling on testing data, without...scikit-learn.org/stable/modules/preprocessing.html -
Examples — scikit-learn 1.7.1 documentation
Comparison of F-test and mutual information Comparison of F-test and mutual...regularization on training and test error Effect of model regularization...scikit-learn.org/stable/auto_examples/index.html -
plot_hgbt_regression.ipynb
import train_test_split\n\nX_train, X_test, y_train, y_test = train_test_split(X,...train_test_split(X, y, test_size=0.4, shuffle=False)\n\nprint(f\"Training...scikit-learn.org/stable/_downloads/cb9a8a373677fb481fe43a11d8fa0e94/plot_hgbt_regression.ipynb -
cRank it up! - Introducing the Elastic Rerank m...
Our detailed testing shows a 40% uplift on a broad...much larger models. In our testing a few models, such as bge-re-ranker-v2-gemma...www.elastic.co/search-labs/blog/elastic-rerank-model-introduction -
Linklaters Delivers Faster, Better Enterprise S...
test, and go live with no interruption...This streamlines development, testing, and enables automated scaling...www.elastic.co/customers/linklaters