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Pregled bibliografske jedinice broj: 192721

Reimplementation of the Random Forest Algorithm


Topić, Goran; Šmuc, Tomislav; Šojat, Zorislav; Skala, Karolj
Reimplementation of the Random Forest Algorithm // Parallel Numerics, Theory and Applications / Vajtersic, Marian et al. (ur.).
Salzburg: University of Salzburg, 2005. str. 119-128 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Reimplementation of the Random Forest Algorithm

Autori
Topić, Goran ; Šmuc, Tomislav ; Šojat, Zorislav ; Skala, Karolj

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

Izvornik
Parallel Numerics, Theory and Applications / Vajtersic, Marian et al. - Salzburg : University of Salzburg, 2005, 119-128

Skup
Parallel Numerics 2005, Theory and Applications

Mjesto i datum
Portorož, Slovenija, 20.-23.04.2005

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Random forest algorithm; classification algorithm; parallel program
(Forest algorithm; classification algorithm; parallel program)

Sažetak
He random forest algorithm is one of the more versatile data classification algorithms currently known to data mining community. It can classify huge amounts of data, with large number of attributes.The paper describes the reimplementation of the algorithm in higher programming language, and allow it to run in cluster environment.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA


Projekt / tema
0098023
0098025

Ustanove
Institut "Ruđer Bošković", Zagreb