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ILLM - Inductive Learning Algorithm as a Method for Prediction of Life Expectancy Achieving (CROSBI ID 463191)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Kern, Josipa ; Gamberger, Dragan ; Sonicki, Zdenko ; Vuletić, Silvije ILLM - Inductive Learning Algorithm as a Method for Prediction of Life Expectancy Achieving // Medical Informatics Europe '97 / Pappas, C. ; Maglaveras, N. ; Scherrer, J.R. (ur.). Amsterdam: IOS Press, 1997. str. 656-660-x

Podaci o odgovornosti

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

engleski

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

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.

machine learning; life expectancy achieving

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Podaci o prilogu

656-660-x.

1997.

objavljeno

Podaci o matičnoj publikaciji

Pappas, C. ; Maglaveras, N. ; Scherrer, J.R.

Amsterdam: IOS Press

Podaci o skupu

Medical Informatics Europe '97

predavanje

01.04.1997-03.04.1997

Atena, Grčka

Povezanost rada

Elektrotehnika