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Classification of text documents using sparse f...
the mean squared error on {-1, 1} encoded targets, one for each...n_features: { X_train . shape [ 1 ] } " ) print ( f "vectorize testing...scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html -
Ordinary Least Squares and Ridge Regression — s...
1 ] . T y_train = [ 0.5 , 1 ] X_test = np . c_...this_X = 0.1 * np . random . normal ( size = ( 2 , 1 )) + X_train...scikit-learn.org/stable/auto_examples/linear_model/plot_ols_ridge.html -
Gaussian processes on discrete data structures ...
array ([ 1.0 , 1.0 , 2.0 , 2.0 , 3.0 , 3.0 ])...( len ( X_train )), [ 1.0 if c else - 1.0 for c in Y_train ],...scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_on_structured_data.html -
Out-of-core classification of text documents — ...
()[ 1 ], rotation = 30 ) ymax = max ( cls_runtime ) * 1.2 ax...__init__ ( self , encoding = "latin-1" ): HTMLParser . __init__ ( self...scikit-learn.org/stable/auto_examples/applications/plot_out_of_core_classification.html -
Multi-class AdaBoosted Decision Trees — scikit-...
as depicted by Figure 1 in Zhu et al [ 1 ] . The core principle...of trees" : range ( 1 , n_estimators + 1 ), "AdaBoost" : [ m...scikit-learn.org/stable/auto_examples/ensemble/plot_adaboost_multiclass.html -
Visualizing cross-validation behavior in scikit...
scikit-learn 1.4 Release Highlights for scikit-learn 1.4 Gallery...10 ) percentiles_classes = [ 0.1 , 0.3 , 0.6 ] y = np . hstack...scikit-learn.org/stable/auto_examples/model_selection/plot_cv_indices.html -
10. Model persistence — scikit-learn 1.8.0 docu...
1.1. Train and Persist the Model...serialized by pickle or joblib . 10.1. Workflow Overview # In a typical...scikit-learn.org/stable/model_persistence.html -
Compare Stochastic learning strategies for MLPC...
638843 Training set loss: 1.855465 training: inv-scaling with...factor = 0.5 , random_state = 1 ), datasets . make_moons ( noise...scikit-learn.org/stable/auto_examples/neural_networks/plot_mlp_training_curves.html -
PrintingResultHandler.ResultValuePrinter (Sprin...
declaration: package: org.springframework.test.web.servlet.result, class: PrintingResultHandler, interface: ResultValuePrinterdocs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/test/web/servlet/res... -
CacheOperation.Builder (Spring Framework 7.0.1 ...
declaration: package: org.springframework.cache.interceptor, class: CacheOperation, class: Builderdocs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/cache/interceptor/Ca...