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root_mean_squared_log_error — scikit-learn 1.7....
y_true = [ 3 , 5 , 2.5 , 7 ] >>> y_pred = [ 2.5 , 5 , 4 , 8 ] >>>...root_mean_squared_log_error ( y_true , y_pred ) 0.199... On this page This...scikit-learn.org/stable/modules/generated/sklearn.metrics.root_mean_squared_log_error.html -
matthews_corrcoef — scikit-learn 1.7.2 document...
= [ + 1 , + 1 , + 1 , - 1 ] >>> y_pred = [ + 1 , - 1 , + 1 , +...+ 1 ] >>> matthews_corrcoef ( y_true , y_pred ) -0.33 On this...scikit-learn.org/stable/modules/generated/sklearn.metrics.matthews_corrcoef.html -
dcg_score — scikit-learn 1.7.2 documentation
Systems (TOIS), 20(4), 422-446. Wang, Y., Wang, L., Li, Y., He, D.,...D., Chen, W., & Liu, T. Y. (2013, May). A theoretical analysis...scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html -
zero_one_loss — scikit-learn 1.7.2 documentation
zero_one_loss ( np . array ([[ 0 , 1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...[ 2 , 2 , 3 , 4 ] >>> zero_one_loss ( y_true , y_pred ) 0.25 >>>...scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html -
additive_chi2_kernel — scikit-learn 1.7.2 docum...
= [[ 0 , 0 , 0 ], [ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 ,..., 1 , 0 ]] >>> additive_chi2_kernel ( X , Y ) array([[-1., -2.],...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.additive_chi2_kernel.html -
sklearn.pipeline — scikit-learn 1.7.2 documenta...
top Ctrl + K GitHub Choose version sklearn.pipeline # Utilities...transforms and estimators. User guide. See the Pipelines and composite...scikit-learn.org/stable/api/sklearn.pipeline.html -
sklearn.multioutput — scikit-learn 1.7.2 docume...
top Ctrl + K GitHub Choose version sklearn.multioutput # Multioutput...estimators. User guide. See the Multilabel classification , Multiclass-multioutput...scikit-learn.org/stable/api/sklearn.multioutput.html -
ParameterSampler — scikit-learn 1.7.2 documenta...
89856 , 'a' : 1 }, ... { 'b' : 0.923223 , 'a' : 1 }, ... { 'b' : 1.878964...1.878964 , 'a' : 2 }, ... { 'b' : 1.038159 , 'a' : 2 }] True...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterSampler.html -
MultiLabelBinarizer — scikit-learn 1.7.2 docume...
'h', 'i', 'l', 'm', 'o', 'r', 's', 't', 'y'], dtype=object) To correct...MultiLabelBinarizer() >>> mlb . classes_ array(['-', 'c', 'd', 'e', 'f', 'h',...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MultiLabelBinarizer.html -
check_cv — scikit-learn 1.7.2 documentation
= 5 , y = [ 1 , 1 , 0 , 0 , 0 , 0 ], classifier = True ) StratifiedKFold(...)..., y = None , classifier = False ) KFold(...) >>> check_cv ( cv...scikit-learn.org/stable/modules/generated/sklearn.model_selection.check_cv.html