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code => " nested_data = event.get('nested') if nested_data.is_a?(Hash)..."properties": { "text": { "type": "text" }, "text_semantic": { "type":...www.elastic.co/search-labs/rss/feed -
RepeatedKFold — scikit-learn 1.7.0 documentation
print ( f " Test: index= { test_index } " ) ... Fold...index=[0 1] Test: index=[2 3] Fold 1: Train: index=[2 3] Test: index=[0...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RepeatedKFold.html -
feature_selection.rst.txt
the best features based on univariate statistical tests. It can...we can use a F-test to retrieve the two best features for a dataset...scikit-learn.org/stable/_sources/modules/feature_selection.rst.txt -
RidgeCV — scikit-learn 1.7.0 documentation
test) splits as arrays of indices....coefficient of determination on test data. The coefficient of determination,...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html -
learning_curve — scikit-learn 1.7.0 documentation
( f "The average test accuracy is { cv_test_scores . mean ()...cross-validated training and test scores for different training...scikit-learn.org/stable/modules/generated/sklearn.model_selection.learning_curve.html -
MLPRegressor — scikit-learn 1.7.0 documentation
X_test , y_train , y_test = train_test_split ( X ,...-291]) >>> regr . score ( X_test , y_test ) 0.98 fit ( X , y , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
GaussianProcessClassifier — scikit-learn 1.7.0 ...
{‘one_vs_rest’, ‘one_vs_one’}, default=’one_vs_rest’ Specifies...are ‘one_vs_rest’ and ‘one_vs_one’. In ‘one_vs_rest’, one binary...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessClassifier.html -
plot_hgbt_regression.rst.txt
import train_test_split X_train, X_test, y_train, y_test = train_test_split(X,...train_test_split(X, y, test_size=0.4, shuffle=False) print(f"Training...scikit-learn.org/stable/_sources/auto_examples/ensemble/plot_hgbt_regression.rst.txt -
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 -
plot_classifier_comparison.rst.txt
and test part X, y = ds X_train, X_test, y_train, y_test = train_test_split(...Plot the testing points ax.scatter( X_test[:, 0], X_test[:, 1],...scikit-learn.org/stable/_sources/auto_examples/classification/plot_classifier_comparison.rst.txt -
minmax_scale — scikit-learn 1.7.0 documentation
splitting into training and test sets. This will bias the model...information would have leaked from the test set to the training set. In...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.minmax_scale.html -
MetaTalk
June 19 test MeTa queue test [ more inside ] posted by Testy Tess...at 3:02 PM - 6 comments Queue test Is this MetaTalk post published...metatalk.metafilter.com -
ComplementNB — scikit-learn 1.7.0 documentation
classification on an array of test vectors X. Parameters : X array-like...probability estimates for the test vector X. For each row x of...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.ComplementNB.html -
1.16. Probability calibration — scikit-learn 1....
test_set) couples (as determined...base_estimator makes predictions on the test subset the predictions are used...scikit-learn.org/stable/modules/calibration.html -
RFECV — scikit-learn 1.7.0 documentation
test) splits as arrays of indices....the following keys: split(k)_test_score ndarray of shape (n_s...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFECV.html -
AdaBoostClassifier — scikit-learn 1.7.0 documen...
n_features) Test samples. y array-like of shape...monitoring (i.e. determine error on testing set) after each boosting iteration....scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html -
SVC — scikit-learn 1.7.0 documentation
Scalability Nested versus non-nested cross-validation Nested versus...versus non-nested cross-validation Test with permutations the significance...scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html -
fetch_species_distributions — scikit-learn 1.7....
in degrees test record array, shape = (620,) The test points for...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_species_distributions.html -
CalibratedClassifierCV — scikit-learn 1.7.0 doc...
and calibrates it using the testing subset. For prediction, predicted...An iterable yielding (train, test) splits as arrays of indices....scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibratedClassifierCV.html -
In Fess make Apache Solr based search server-ed...
using the REST API is now Fess . In the REST API, Fess to...possible as the REST API. Can also use the REST API should build...fess.codelibs.org/articles/article-4.html