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Prediction Intervals for Gradient Boosting Regr...
f ( xx ), "g:" , linewidth = 3 , label = r "$f(x) = x\,\sin(x)$"...( xx , f ( xx ), "g:" , linewidth = 3 , label = r "$f(x) = x\,\sin(x)$"...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_quantile.html -
The Johnson-Lindenstrauss bound for embedding w...
legend ([ f "eps = { eps : 0.1f } " for eps...color = color ) plt . legend ([ f "n_samples = { n } " for n in...scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html -
fbeta_score — scikit-learn 1.5.2 documentation
[source] # Compute the F-beta score. The F-beta score is the weighted...precision. The formula for F-beta score is: \[F_\beta = \frac{(1 + \beta^2)...scikit-learn.org/stable/modules/generated/sklearn.metrics.fbeta_score.html -
Cython Best Practices, Conventions and Knowledg...
parse f-strings with {var=} expressions, e.g. print ( f "{test_val=}"...scikit-learn.org/dev/developers/cython.html -
dump_svmlight_file — scikit-learn 1.5.2 documen...
data will be written to f. f should be opened in binary mode....dump_svmlight_file ( X , y , f , * , zero_based = True , comment...scikit-learn.org/stable/modules/generated/sklearn.datasets.dump_svmlight_file.html -
API Reference — scikit-learn 1.5.2 documentation
feature_selection f_classif Compute the ANOVA F-value for the provided...score, also known as balanced F-score or F-measure. sklearn.metrics...scikit-learn.org/stable/api/index.html -
Release Highlights for scikit-learn 1.1 — sciki...
H print ( f "relative reconstruction error: " , f " { np . sum...max_iter = 50 ) hist_quantiles = { f "quantile= { quantile : .2f }...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_1_0.html -
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 -
Vector Quantization Example — scikit-learn 1.5....
face ( gray = True ) print ( f "The dimension of the image is...raccoon_face . shape } " ) print ( f "The data used to encode the image...scikit-learn.org/stable/auto_examples/cluster/plot_face_compress.html -
9. Model persistence — scikit-learn 1.5.2 docum...
"wb" ) as f : f . write ( onx . SerializeToString..."filename.onnx" , "rb" ) as f : onx = f . read () sess = InferenceSession...scikit-learn.org/stable/model_persistence.html