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Pipelining: chaining a PCA and a logistic regre...
logistic = LogisticRegression ( max_iter = 10000 , tol = 0.1 ) pipe...ax0 , ax1 ) = plt . subplots ( nrows = 2 , sharex = True , figsize...scikit-learn.org/stable/auto_examples/compose/plot_digits_pipe.html -
learning_curve — scikit-learn 1.6.1 documentation
exploit_incremental_learning = False , n_jobs = None , pre_dispatch = 'all' , verbose...verbose = 0 , shuffle = False , random_state = None , error_score...scikit-learn.org/stable/modules/generated/sklearn.model_selection.learning_curve.html -
Sample pipeline for text feature extraction and...
data_train = fetch_20newsgroups ( subset = "train" , categories = categories...categories , shuffle = True , random_state = 42 , remove = ( "headers"...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_text_feature_extraction.html -
fbeta_score — scikit-learn 1.6.1 documentation
labels = None , pos_label = 1 , average = 'binary' , sample_weight...average = "macro" , zero_division = np . nan , beta = 0.5 ) 0.12......scikit-learn.org/stable/modules/generated/sklearn.metrics.fbeta_score.html -
make_regression — scikit-learn 1.6.1 documentation
tail_strength = 0.5 , noise = 0.0 , shuffle = True , coef = False , random_state...n_samples = 100 , n_features = 100 , * , n_informative = 10 , n_targets...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_regression.html -
precision_recall_fscore_support — scikit-learn ...
beta = 1.0 , labels = None , pos_label = 1 , average = None ,...warn_for = ('precision', 'recall', 'f-score') , sample_weight = None...scikit-learn.org/stable/modules/generated/sklearn.metrics.precision_recall_fscore_support.html -
Multilabel classification using a classifier ch...
) Y = Y == "TRUE" X_train , X_test , Y_train , Y_test = train_test_split..., Y = fetch_openml ( "yeast" , version = 4 , return_X_y = True...scikit-learn.org/stable/auto_examples/multioutput/plot_classifier_chain_yeast.html -
classificationDefinitionMap | DBFlute
code=FOO; name=Foo; alias=Who; comment=Fooさん ; subItemMap=map:{...codeType=String} ; map: {code=PRV;name=Provisional;alias=仮会員 ;c...dbflute.seasar.org/ja/manual/reference/dfprop/classificationdefinition/index.html -
Lasso model selection: AIC-BIC / cross-validati...
y = load_diabetes ( return_X_y = True , as_frame = True )...x_min = x . min () return [ "font-weight: bold" if v == x_min...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_model_selection.html -
LatentDirichletAllocation — scikit-learn 1.6.1 ...
max_doc_update_iter = 100 , n_jobs = None , verbose = 0 , random_state = None...n_components = 10 , * , doc_topic_prior = None , topic_word_prior = None...scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html