Naslov
ILLM - Inductive Learning Algorithm as a Method for Prediction of Life Expectancy Achieving

Autori
Kern, Josipa ; Gamberger, Dragan ; Sonicki, Zdenko ; Vuletić, Silvije

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Medical Informatics Europe '97 / Pappas, C. ; Maglaveras, N. ; Scherrer, J.R. - Amsterdam : IOS Press, 1997, 656-660

Skup
Medical Informatics Europe '97

Mjesto i datum
Atena, Grčka, 01.04.1997. - 03.04.1997

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
machine learning; life expectancy achieving

Sažetak
The aim of the paper was to use inductive learning algorithm ILLM in the field of epidemiology, for prediction the life expectancy achieving. Data base comprised results of epidemiological investigation in some regions of Croatia. Overall accuracies for different samples and corresponding rules produced by ILLM algorithm, showed some interesting results. Algorithm can be seen as having the capacity to forecast achieving the life expectancy. In the same time algorithm was not able to make a good forecast for not achieving the life expectancy.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA