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Principal Component Regression vs Partial Least...
label = f "Component { i } " , linewidth = 5 , color = f "C { i...the mean of the target. print ( f "PCR r-squared { pcr . score (...scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html -
Visualizing the probabilistic predictions of a ...
predict_probas ): print ( f " { est_name } 's predicted probabilities:...average of soft-predictions: " f " { np . dot ( weights , predict_probas...scikit-learn.org/stable/auto_examples/ensemble/plot_voting_decision_regions.html -
load_svmlight_file — scikit-learn 1.7.0 documen...
load_svmlight_file ( f , * , n_features=None , dtype=<class...mblondel/svmlight-loader Parameters : f str, path-like, file-like or int...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_file.html -
Lagged features for time series forecasting — s...
alias ( f "lagged_count_ { i } h" ) for...deviation from now on. print ( f "CV MAPE: { cv_mape_scores . mean...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
Recognizing hand-written digits — scikit-learn ...
set_title ( f "Prediction: { prediction } "...classification metrics. print ( f "Classification report for classifier...scikit-learn.org/stable/auto_examples/classification/plot_digits_classification.html -
dbflute-0.9.0.zip
Hex {{ digit | a-f | A-F } {digit | a-f | A-F }} [...] The hexadecimal...String pattern = ab([^d]*)d([^f]*)f; public void RegexpTest(String);...dbflute.seasar.org/download/dbflute/dbflute-0.9.0.zip -
Semi-supervised Classification on a Text Datase...
"Supervised SGDClassifier on 100 % o f the data:" ) eval_and_print_metrics..."Supervised SGDClassifier on 20 % o f the training data:" ) eval_and_print_metrics...scikit-learn.org/stable/auto_examples/semi_supervised/plot_semi_supervised_newsgroups.html -
Recursive feature elimination with cross-valida...
n_features = 15 feat_names = [ f "feature_ { i } " for i in range...rfecv . fit ( X , y ) print ( f "Optimal number of features: {...scikit-learn.org/stable/auto_examples/feature_selection/plot_rfe_with_cross_validation.html -
Univariate Feature Selection — scikit-learn 1.7...
f_classif selector = SelectKBest ( f_classif , k...Univariate feature selection with F-test for feature scoring. We use...scikit-learn.org/stable/auto_examples/feature_selection/plot_feature_selection.html -
A demo of structured Ward hierarchical clusteri...
print ( f "Number of pixels: { label . size } " ) print ( f "Number...rescaled_coins . shape ) print ( f "Elapsed time: { time . time ()...scikit-learn.org/stable/auto_examples/cluster/plot_coin_ward_segmentation.html