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MLPRegressor — scikit-learn 1.7.2 documentation
returns f(x) = x ‘logistic’, the logistic...logistic sigmoid function, returns f(x) = 1 / (1 + exp(-x)). ‘tanh’,...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
Common pitfalls in the interpretation of coeffi...
= { "MedAE on training set" : f " { mae_train : .2f } $/hour"...$/hour" , "MedAE on testing set" : f " { mae_test : .2f } $/hour" ,...scikit-learn.org/stable/auto_examples/inspection/plot_linear_model_coefficient_interpretation.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 -
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 -
GroupKFold — scikit-learn 1.7.2 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.GroupKFold.html -
PatchExtractor — scikit-learn 1.7.2 documentation
] >>> print ( f "Image shape: { X . shape } ".... transform ( X ) >>> print ( f "Patches shape: { pe_trans . shape...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.PatchExtractor.html -
Release Highlights for scikit-learn 1.1 — sciki...
max_iter = 50 ) hist_quantiles = { f "quantile= { quantile : .2f }...Parameters score_func <function f_c...x7f4d1e52fbe0> k 7 LogisticRegression...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_1_0.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 -
Introducing the set_output API — scikit-learn 1...
transform ( X_test ) print ( f "Default output type: { type (...transform ( X_test ) print ( f "Configured pandas output type:...scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html -
Manifold learning on handwritten digits: Locall...
marker = f "$ { digit } $" , s = 60 , color...invertible else : data = X print ( f "Computing { name } ..." ) start_time...scikit-learn.org/stable/auto_examples/manifold/plot_lle_digits.html