Measuring real-time predictive models

Measuring real-time predictive models

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.

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Bibliographische Detailangaben
Hauptverfasser: Steingold, S., Wherry, R., Piatetsky-Shapiro, G.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Area measurement
Costs
Current measurement
Predictive models
Time measurement
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Beschreibung
Zusammenfassung: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.
DOI:10.1109/ICDM.2001.989593