Title :
Measuring real-time predictive models
Author :
Steingold, Samuel ; Wherry, Richard ; Piatetsky-Shapiro, Gregory
Author_Institution :
Xchange Inc, Boston, MA, USA
Abstract :
In this paper we examine the problem of comparing real-time predictive models and propose a number of measures for selecting the best model, based on a combination of accuracy, timeliness, and cost. We apply the measure to the real-time attrition problem
Keywords :
bank data processing; data mining; real-time systems; accuracy; cost; real-time attrition problem; real-time predictive model measurement; timeliness; Area measurement; Costs; Current measurement; Predictive models; Time measurement;
Conference_Titel :
Data Mining, 2001. ICDM 2001, Proceedings IEEE International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
0-7695-1119-8
DOI :
10.1109/ICDM.2001.989593
