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Release Highlights for scikit-learn 0.24 — scik...
best_params_ {'bootstrap': True, 'criterion': 'gini', 'max_depth': None,...None, 'max_features': 10, 'min_samples_split': 10} Native support...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html -
power_transform — scikit-learn 1.5.0 documentation
method {‘yeo-johnson’, ‘box-cox’}, default=’yeo-johnson’ The power...parameter changed from ‘box-cox’ to ‘yeo-johnson’ in 0.23. standardize...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html -
LassoLarsIC — scikit-learn 1.5.0 documentation
Parameters : criterion {‘aic’, ‘bic’}, default=’aic’ The type of criterion...precompute bool, ‘auto’ or array-like, default=’auto’ Whether to use...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsIC.html -
RidgeCV — scikit-learn 1.5.0 documentation
gcv_mode {‘auto’, ‘svd’, ‘eigen’}, default=’auto’ Flag indicating...Cross-Validation. Options are: 'auto' : use 'svd' if n_samples > n_features...scikit-learn.org/stable/modules/generated/sklearn.linear_model.RidgeCV.html -
IsotonicRegression — scikit-learn 1.5.0 documen...
estimate’s sign. out_of_bounds {‘nan’, ‘clip’, ‘raise’}, default=’nan’...prediction. ‘nan’, predictions will be NaN. ‘clip’, predictions...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
set_config — scikit-learn 1.5.0 documentation
display {‘text’, ‘diagram’}, default=None If ‘diagram’, estimators...while True will only print ‘SVC()’ while the default behaviour...scikit-learn.org/stable/modules/generated/sklearn.set_config.html -
Version 0.18 — scikit-learn 1.5.0 documentation
options are available: 'none', 'LU' and 'QR' . #5141 by Giorgio Patrini...available at the key 'mean_time' and 'std_time' respectively. Changelog...scikit-learn.org/stable/whats_new/v0.18.html -
Contributing — scikit-learn 1.5.0 documentation
brackets: input: {'log', 'squared', 'multinomial'} 1D or 2D data...algorithm. some_param : {'hello', 'goodbye'}, bool or int, default=True...scikit-learn.org/stable/developers/contributing.html -
classification_report — scikit-learn 1.5.0 docu...
structure: { 'label 1' : { 'precision' : 0.5 , 'recall' : 1.0 , 'f1-score'...target_names = [ 'class 0' , 'class 1' , 'class 2' ] >>> print (...scikit-learn.org/stable/modules/generated/sklearn.metrics.classification_report.html -
load_files — scikit-learn 1.5.0 documentation
decode_error {‘strict’, ‘ignore’, ‘replace’}, default=’strict’ Instruction...the ‘encoding’ parameter. For many modern text files, ‘utf-8’...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_files.html