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sklearn.ensemble.GradientBoostingClassifier — s...
: loss {‘log_loss’, ‘exponential’}, default=’log_loss’ The loss...criterion {‘friedman_mse’, ‘squared_error’}, default=’friedman_mse’...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
sklearn.isotonic.IsotonicRegression — scikit-le...
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 -
sklearn.metrics.classification_report — scikit-...
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 -
sklearn.datasets.load_files — scikit-learn 1.4....
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 -
2.8. Density Estimation — scikit-learn 1.4.2 do...
KernelDensity ( kernel = 'gaussian' , bandwidth = 0.2 ) . fit...Here we have used kernel='gaussian' , as seen above. Mathematically,...scikit-learn.org/stable/modules/density.html -
Who is using scikit-learn? — scikit-learn 1.4.2...
I think it’s the most well-designed ML package I’ve seen so far....in digg’s new video recommender system , and Poncho’s dynamic...scikit-learn.org/stable/testimonials/testimonials.html -
sklearn.calibration.CalibrationDisplay — scikit...
strategy {‘uniform’, ‘quantile’}, default=’uniform’ Strategy used...strategy {‘uniform’, ‘quantile’}, default=’uniform’ Strategy used...scikit-learn.org/stable/modules/generated/sklearn.calibration.CalibrationDisplay.html -
sklearn.linear_model.QuantileRegressor — scikit...
solver {‘highs-ds’, ‘highs-ipm’, ‘highs’, ‘interior-point’, ‘revised...‘revised simplex’}, default=’highs’ Method used by scipy.optimize.linprog...scikit-learn.org/stable/modules/generated/sklearn.linear_model.QuantileRegressor.html -
sklearn.cluster.HDBSCAN — scikit-learn 1.4.2 do...
to 'kd_tree' in 1.6. Deprecated since version 1.4: The 'balltree'...max_cluster_size = None , metric = 'euclidean' , metric_params = None ,...scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html -
sklearn.metrics.root_mean_squared_log_error — s...
multioutput {‘raw_values’, ‘uniform_average’} or array-like...None , multioutput = 'uniform_average' ) [source] Root mean squared...scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_log_error.html