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SGDRegressor — scikit-learn 1.5.0 documentation
n_features) Test samples. For some estimators...training will stop when (loss > best_loss - tol) for n_iter_no_change...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDRegressor.html -
2.6. Covariance estimation — scikit-learn 1.5.0...
scikit-learn.org/stable/modules/covariance.html -
Elastic on Elastic: How InfoSec uses the Elasti...
allowing us to test fields or dashboards without...'https://qualysapi.xxx.apps.qualys.com/qps/rest/2.0/update/am/tag' \ --location...www.elastic.co/blog/how-infosec-uses-elastic-stack-vulnerability-management -
Nested versus non-nested cross-validation — sci...
) non_nested_scores [ i ] = clf . best_score_ # Nested CV with...[ non_nested_scores_line , nested_line ], [ "Non-Nested CV" ,...scikit-learn.org/stable/auto_examples/model_selection/plot_nested_cross_validation_iris.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 -
Accelerating R&D in pharma with Elasticsearch, ...
"target_field": "text_embedding", "field_map": { "text": "text_field" }...Create a test document POST patents-embeddings-1/_doc { "text": """Patent...www.elastic.co/blog/research-development-pharma-elasticsearch-esre-llms-langchain-1 -
We Ranked The Best Frozen Pizza Brands
We Ranked The Best Frozen Pizza Brands I Tested And Ranked The...frozen pizzas. So I blind taste-tested the seven most popular grocery...www.buzzfeed.com/webstories/frozen-pizza-brands-ranked/ -
Best Printer 2023 | MetaFilter
Print a Windows test page and it would be beautiful...style="display:none"></div> <script type="text/javascript"> !function() { var...www.metafilter.com/198593/Best-Printer-2023 -
Ad Maiorem Gloriam Concreti | MetaFilter
They have withstood the test of time.I need gargoyles people!...style="display:none"></div> <script type="text/javascript"> !function() { var...www.metafilter.com/203499/Ad-Maiorem-Gloriam-Concreti -
Lasso — scikit-learn 1.5.0 documentation
n_features) Test samples. For some estimators...tol times \(||y||_2^2 / n_{\text{samples}}\) . The target can...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lasso.html -
IterativeImputer — scikit-learn 1.5.0 documenta...
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.IterativeImputer.html -
8.3. Parallelism, resource management, and conf...
sure that test results are independent of the test execution...run all tests with different seeds while keeping the test duration...scikit-learn.org/dev/computing/parallelism.html -
Elasticsearch features list | Elastic
"message" : { "query" : "this is a test", "operator" : "and" } } } }...default distribution, you can also test out Platinum features such as...www.elastic.co/elasticsearch/features -
Gradient Boosting regression — scikit-learn 1.5...
X_test , y_train , y_test = train_test_split ( X ,...mean_squared_error ( y_test , reg . predict ( X_test )) print ( "The...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regression.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 -
MultiTaskLasso — scikit-learn 1.5.0 documentation
n_features) Test samples. For some estimators...y_true.mean()) ** 2).sum() . The best possible score is 1.0 and it...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskLasso.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 -
Kernel PCA — scikit-learn 1.5.0 documentation
X_test , y_train , y_test = train_test_split ( X ,..."Training data" ) test_ax . scatter ( X_test [:, 0 ], X_test [:, 1 ],...scikit-learn.org/stable/auto_examples/decomposition/plot_kernel_pca.html -
Multiclass sparse logistic regression on 20newg...
X_test , y_train , y_test = train_test_split ( X ,...predict ( X_test ) accuracy = np . sum ( y_pred == y_test ) / y_test...scikit-learn.org/stable/auto_examples/linear_model/plot_sparse_logistic_regression_20newsgroups.html