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7.4. Imputation of missing values — scikit-lear...
2. Univariate feature imputation...'mean' ) >>> imp . fit ([[ 1 , 2 ], [ np . nan , 3 ], [ 7 , 6 ]])...scikit-learn.org/stable/modules/impute.html -
Custom refit strategy of a grid search with cro...
as in '2*n_jobs' '2*n_jobs' error_score error_score:...function of n_jobs, as in '2*n_jobs' '2*n_jobs' error_score error_score:...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html -
safe_sqr — scikit-learn 1.8.0 documentation
Returns : X ** 2 element wise square Return the...>>> safe_sqr ([ 1 , 2 , 3 ]) array([1, 4, 9]) On this...scikit-learn.org/stable/modules/generated/sklearn.utils.safe_sqr.html -
Implementing AI agents with AI agent frameworks
and BeeAI By Nishit Dembla Like 2 Save On this page This previous...opportunity_task, report_task], verbose =2, process =Process.sequential )...developer.ibm.com/articles/awb-implementing-ai-agents-crewai-langgraph-and-beeai/ -
MLPRegressor — scikit-learn 1.8.0 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...array-like of shape(n_layers - 2,), default=(100,) The ith element...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
Linear and Quadratic Discriminant Analysis with...
[ 2.5 , 0.7 ]]) * 2.0 cov_class_2 = cov_class_1.... Ellipse ( mean , 2 * v [ 0 ] ** 0.5 , 2 * v [ 1 ] ** 0.5 ,...scikit-learn.org/stable/auto_examples/classification/plot_lda_qda.html -
Feature discretization — scikit-learn 1.8.0 doc...
n_features = 2 , n_redundant = 0 , n_informative = 2 , random_state...GradientBoostingClas: 0.84 SVC: 0.84 dataset 2 --------- LogisticRegression:...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_classification.html -
SVM Tie Breaking Example — scikit-learn 1.8.0 d...
2 ), ( 1 , 2 )] line = np . linspace...fig , sub = plt . subplots ( 2 , 1 , figsize = ( 5 , 8 )) titles...scikit-learn.org/stable/auto_examples/svm/plot_svm_tie_breaking.html -
clustering.rst.txt
2, 0, 3, 4, 5, 1] >>> labels_pred = [1, 1, 0, 0, 2, 2, 2,...1, 2, 0, 3, 4, 5, 1] >>> labels_pred = [1, 1, 0, 0, 2, 2, 2,...scikit-learn.org/stable/_sources/modules/clustering.rst.txt -
Overview of multiclass training meta-estimators...
code_size = 2 ) cv_results_tree = cross_validate..., X , y , cv = cv , n_jobs = 2 ) cv_results_ovo = cross_validate...scikit-learn.org/stable/auto_examples/multiclass/plot_multiclass_overview.html