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Comparing Target Encoder with Other Encoders — ...
std = f "rmse_ { subset } _mean" , f "rmse_ { subset...index ], ) ax . set ( title = f "RMSE ( { subset . title () }...scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html -
Visualizing the stock market structure — scikit...
"F" : "Ford" , "HMC" : "Honda" ,...Fetching quote history for np.str_('F') Fetching quote history for np.str_('GD')...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html -
SVM-Anova: SVM with univariate feature selectio...
f_classif from sklearn.pipeline..."anova" , SelectPercentile ( f_classif )), ( "scaler" , StandardScaler...scikit-learn.org/stable/auto_examples/svm/plot_svm_anova.html -
load_svmlight_file — scikit-learn 1.6.1 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 -
Ridge coefficients as a function of the L2 Regu...
the true coefficients print ( f "The true coefficient of this...index = alphas , columns = [ f "Feature { i } " for i in range...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html -
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 -
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 -
Univariate Feature Selection — scikit-learn 1.6...
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 -
LeavePOut — scikit-learn 1.6.1 documentation
print ( f "Fold { i } :" ) ... print ( f " Train: index=...train_index } " ) ... print ( f " Test: index= { test_index }...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LeavePOut.html