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Slashdot: News for nerds, stuff that matters
Google's Nest speakers were some of the best smart home interfaces...they aren't required to have tested safety controls built in. And...devices.slashdot.org -
Pixel importances with a parallel forest of tre...
cannot be evaluated on a separate test set. For this example, we are...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances_faces.html -
Combine predictors using stacking — scikit-lear...
mean ( scores [ f 'test_ { value } ' ])) : .2f } +-...f " { np . std ( scores [ f 'test_ { value } ' ]) : .2f } " )...scikit-learn.org/stable/auto_examples/ensemble/plot_stack_predictors.html -
3. Model selection and evaluation — scikit-lear...
Permutation test score 3.2. Tuning the hyper-parameters...scikit-learn.org/stable/model_selection.html -
API Reference — scikit-learn 1.4.2 documentation
From text The sklearn.feature_extraction.text submodule...vectors from text documents. feature_extraction.text.CountVectorizer...scikit-learn.org/stable/modules/classes.html -
AppOmni deploys Elastic for for code optimizati...
showing regression in A/B testing. This screenshot is not from...www.elastic.co/customers/appomni -
sklearn.feature_selection.r_regression — scikit...
Linear model for testing the individual effect of each...Univariate linear regression tests returning f-statistic and p-values....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.r_regression.html -
sklearn.linear_model.Lars — scikit-learn 1.4.2 ...
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.Lars.html -
Categorical Feature Support in Gradient Boostin...
( "test_score" , "Mean Absolute Percentage...categorical features and let the rest of the numerical data to passthrough:...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_categorical.html -
sklearn.linear_model.LassoLars — scikit-learn 1...
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.LassoLars.html -
sklearn.linear_model.MultiTaskElasticNetCV — sc...
are tested by cross-validation and the one giving the best prediction...An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.html -
sklearn.preprocessing.OrdinalEncoder — scikit-l...
fit ( X_train ) >>> X_test = np . array ([[ "a" ], [ "b"...object ) >>> enc . transform ( X_test ) array([[2.], [0.], [1.], [2.],...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OrdinalEncoder.html -
sklearn.multioutput.MultiOutputClassifier — sci...
the mean accuracy on the given test data and labels. set_fit_request...the mean accuracy on the given test data and labels. Parameters...scikit-learn.org/stable/modules/generated/sklearn.multioutput.MultiOutputClassifier.html -
Fast & Scalable Ecommerce Search Solutions | El...
Elastic for real-time A/B testing to power its business growth....GROW Scale for peak traffic Rest easy during seasonal shopping...www.elastic.co/enterprise-search/ecommerce -
APM correlations in Elastic Observability: Auto...
Canary rollouts or A/B testing strategies, are examples of...correlations might not yield the best results. Examples include pervasive...www.elastic.co/blog/apm-correlations-elastic-observability-root-cause-transactions -
sklearn.config_context — scikit-learn 1.4.2 doc...
If ‘text’, estimators will be displayed as text. If None,...for easier benchmarking and testing of scikit-learn internals....scikit-learn.org/stable/modules/generated/sklearn.config_context.html -
sklearn.decomposition.DictionaryLearning — scik...
n_features) Test data to be transformed, must...simple estimators as well as on nested objects (such as Pipeline )....scikit-learn.org/stable/modules/generated/sklearn.decomposition.DictionaryLearning.html -
1. Metadata Routing — scikit-learn 1.4.2 docume...
permutation_test_score sklearn.model_selection.validation_curve...requested by default. This is best demonstrated by the following...scikit-learn.org/stable/metadata_routing.html -
Forecasting of CO2 level on Mona Loa dataset us...
month / 12 X_test = np . linspace ( start = 1958...gaussian_process . predict ( X_test , return_std = True ) mean_y_pred...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_co2.html -
Ridge coefficients as a function of the L2 Regu...
our trained predictions to the test data and see the statistical...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html