Predicting the Probability of Exceeding Critical System Thresholds

• Published in: Проблеми програмування
• Date: 2018
• Main Authors: Krammer, P., Kvassay, M., Hluchý, L.
• Format: Article
• Language: English
• Published: Інститут програмних систем НАН України 2018
• Subjects: Моделі та засоби систем баз даних і знань
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/144599
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Predicting the Probability of Exceeding Critical System Thresholds / P. Krammer, M. Kvassay, L. Hluchý // Проблеми програмування. — 2018. — № 2-3. — С. 189-196. — Бібліогр.: 14 назв. — англ.

In this paper we show how regression modelling can be combined with a special kind of data transformation technique that improves model precision and produces several “preliminary” estimates of the target value. These preliminary estimates can be used for interval estimates of the target value as we...