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IsolationForest example — scikit-learn 1.7.0 do...
X_test , y_train , y_test = train_test_split ( X ,...sklearn.model_selection import train_test_split n_samples , n_outliers...scikit-learn.org/stable/auto_examples/ensemble/plot_isolation_forest.html -
KNeighborsRegressor — scikit-learn 1.7.0 docume...
or None Test samples. If None , predictions...coefficient of determination on test data. The coefficient of determination,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsRegressor.html -
Apparel | Clothing, Fashion, Footwear and More ...
The 50+ best white t-shirts tested and ranked, according to editors...NBC News The 50 best leggings tested and ranked, according to editors...www.nbcnews.com/select/explore/apparel -
Guiding your organization with the 2024 Elastic...
(OSTs) — tools that are used to test and identify flaws in environments....simulations like red teaming or pen testing. We can prepare for these potential...www.elastic.co/blog/guiding-your-team-2024-global-threat-report -
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 -
Gradient Boosting Out-of-Bag estimates — scikit...
X_test , y_train , y_test = train_test_split ( X ,...for test data test_score = heldout_score ( clf , X_test , y_test...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
TimeSeriesSplit — scikit-learn 1.7.0 documentation
test_size=None) >>> for i , ( train_index , test_index..." ) ... print ( f " Test: index= { test_index } " ) Fold 0: Train:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.TimeSeriesSplit.html -
ShuffleSplit — scikit-learn 1.7.0 documentation
print ( f " Test: index= { test_index } " ) Fold 0: Train:...4] Test: index=[5 2] Fold 1: Train: index=[4 0 2 5] Test: index=[1...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ShuffleSplit.html -
Successive Halving Iterations — scikit-learn 1....
values = "mean_test_score" ) ax = mean_scores ....iterations" ) ax . set_ylabel ( "mean test score" , fontsize = 15 ) ax...scikit-learn.org/stable/auto_examples/model_selection/plot_successive_halving_iterations.html -
StratifiedShuffleSplit — scikit-learn 1.7.0 doc...
Provides train/test indices to split data in train/test sets. This..." ) ... print ( f " Test: index= { test_index } " ) Fold 0: Train:...scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedShuffleSplit.html