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LLM observability with Elastic: Taming the LLM ...
Grounding Policy Scores:**" ) print ( f" - Relevance Score : { relevance...Grounding Policy Scores:** - Relevance Score : 1.00 (Threshold:...www.elastic.co/observability-labs/blog/llm-observability-amazon-bedrock-guardrails -
CategoricalNB — scikit-learn 1.6.1 documentation
score ( X , y , sample_weight = None...default=None Sample weights. Returns : score float Mean accuracy of self.predict(X)...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.CategoricalNB.html -
RegressorTags — scikit-learn 1.6.1 documentation
RegressorTags ( poor_score : bool = False ) [source] #...regressor. Parameters : poor_score bool, default=False Whether...scikit-learn.org/stable/modules/generated/sklearn.utils.RegressorTags.html -
ElasticNetCV — scikit-learn 1.6.1 documentation
Notes The \(R^2\) score used when calling score on a regressor uses...default value of r2_score . This influences the score method of all...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNetCV.html -
Semi-supervised Classification on a Text Datase...
"Micro-averaged F1 score on test set: %0.3f " % f1_score ( y_test , y_pred...training set: 0 Micro-averaged F1 score on test set: 0.885 ----------...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
Comparison of F-test and mutual information — s...
significance of a classification score Test with permutations the significance...significance of a classification score Adjustment for chance in clustering...scikit-learn.org/stable/auto_examples/feature_selection/plot_f_test_vs_mi.html -
ClassifierTags — scikit-learn 1.6.1 documentation
ClassifierTags ( poor_score : bool = False , multi_class...classifier. Parameters : poor_score bool, default=False Whether...scikit-learn.org/stable/modules/generated/sklearn.utils.ClassifierTags.html -
SequentialFeatureSelector — scikit-learn 1.6.1 ...
scoring = None , cv = 5 , n_jobs =...based on the cross-validation score of an estimator. In the case...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SequentialFeatureSelector.html -
Release Highlights for scikit-learn 1.3 — sciki...
score_type = "both" , score_name = "Accuracy"...sklearn.metrics import v_measure_score X , true_labels = load_digits...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_3_0.html -
classification_report — scikit-learn 1.6.1 docu...
F1 score for each class. Dictionary returned...0.5 , 'recall' : 1.0 , 'f1-score' : 0.67 , 'support' : 1 }, 'label...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html