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TweedieRegressor — scikit-learn 1.7.1 documenta...
n_features) Test samples. y array-like of shape...is averaged by sample_weight. Best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TweedieRegressor.html -
LogisticRegression — scikit-learn 1.7.1 documen...
n_features) Test samples. y array-like of shape...default. To apply a one-versus-rest scheme for the multiclass setting...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html -
Sample pipeline for text feature extraction and...
) data_test = fetch_20newsgroups ( subset = "test" , categories...vect__norm: l1 test_accuracy = random_search . score ( data_test . data...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
Search tier autoscaling in Elasticsearch Server...
start a 14-day free trial to test it out yourself! You can follow...autoscaling and performance stress testing at scale Dive into how Elasticsearch...www.elastic.co/search-labs/blog/elasticsearch-serverless-tier-autoscaling -
SimpleImputer — scikit-learn 1.7.1 documentation
missing values at transform/test time. keep_empty_features bool,...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html -
Post-tuning the decision threshold for cost-sen...
]( est , X_test , y_test ), scoring [ "precision" ]( est , X_test..."fpr" ]( est , X_test , y_test ), scoring [ "tpr" ]( est , X_test...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html -
RANSACRegressor — scikit-learn 1.7.1 documentation
the mean accuracy on the given test data, which is used for the...the inliers predicted by the “best” model found during RANSAC sampling...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html -
PassiveAggressiveClassifier — scikit-learn 1.7....
classification of text documents Out-of-core classification of text documents...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html -
Statistical comparison of models using grid sea...
"rank_test_score" , "mean_test_score" , "std_test_score" ]]...params rank_test_score mean_test_score std_test_score kernel...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_stats.html -
Faces recognition example using eigenfaces and ...
X_test , y_train , y_test = train_test_split ( X , y , test_size...set and a test and keep 25% of the data for testing. X_train ,...scikit-learn.org/stable/auto_examples/applications/plot_face_recognition.html