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Table 1:
Mean and Standard Error of the Conditional Density Estimation Error over 10 Runs for Univariate Output Data Sets.
LSCELSMIdMAVEBDRNo reduction
Data SetLSCDE-KDELSCDE-KDELSCDE-KDELSCDE-KDELSCDE-KDE
Servo           
Yacht           
Auto MPG           
Concrete           
Physicochem           
Red Wine           
White Wine           
Forest Fires           
Housing           
LSCELSMIdMAVEBDRNo reduction
Data SetLSCDE-KDELSCDE-KDELSCDE-KDELSCDE-KDELSCDE-KDE
Servo           
Yacht           
Auto MPG           
Concrete           
Physicochem           
Red Wine           
White Wine           
Forest Fires           
Housing           

Note: The best methods in terms of the mean error and comparable methods according to the two-sample paired t-test at the significance level are specified in bold.

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