Title :
Valuation of Partly Disclosed Datasets for Prediction
Author_Institution :
Dept. of Data Sci., Inst. of Stat. Math., Tokyo, Japan
Abstract :
After the author introduces a basic statistical approach to evaluate the value of informative data for prediction, he will generalize the approach to the partly disclosed data. He will also illustrate a simple regression example to clarify his idea.
Keywords :
data handling; regression analysis; basic statistical approach; generalization; informative data value; partly disclosed datasets valuation; prediction; simple regression example; Conferences; Cost accounting; Data mining; Gaussian distribution; Probability density function; Random variables; Conditional distribution; Opportunity loss; Pay-off function;
Conference_Titel :
Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4799-3143-9
DOI :
10.1109/ICDMW.2013.148
