Glossary entry

English term or phrase:

majority voting

Serbian translation:

većinsko glasanje (klasifikacija)

Added to glossary by Svetomir Mijovic
Aug 29, 2022 10:56
1 yr ago
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English term

majority voting

English to Serbian Science Mathematics & Statistics similarity analysis
The article "Novel Search Algorithms for a Mid-Infrared Spectral Library of Cotton Contaminants" (Loudermilk J. B. et al, Applied Spectroscopy, June 2008, vol. 62, no. 6, pages 661-670) discloses voting scheme algorithms used in MIR library search of cotton contaminants. A counting is done in the so-called "group" algorithm, e.g. the number of times the substance/category "seed coat" is occurring in a hit list. A weighting according to rank, followed by summation to result in a score, is done the "weighted frequency" algorithm, for single spectra and their occurrence in hit lists of multiple search algorithms. Said "weighted frequency" algorithm therefore works with multiple search algorithms for a single spectrum....
...The following is an example to illustrate the computer-implemented method according to the present invention in comparison to a simple prediction method of the prior art, and a prediction method involving a majority voting....
...The method with majority voting also started from the ranking of the database as mentioned above but also involves a counting of the occurrences of the material cases, i.e. the feedstuff raw material and/or feedstuff corresponding to the database vectors.

Proposed translations

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većinsko glasanje (klasifikacija)

http://www.ftn.kg.ac.rs/konferencije/rppo13/Monografije/MONO...
U klasifikaciji nove instance učestvuje k pronađenih instanci, po principu većinskog glasanja, pri čemu se instanci pridružuje najfrekventnija klasa unutar izdvojenih k instanci.

http://www.racunarstvo.matf.bg.ac.rs/MasterRadovi/2015_05_04...
po principu većinskog glasanja

"METOD GLASANJA (VOTING)
Metod glasanja ili većinske klasifikacije se sastoji u brojanju odluka pojedinačnih klasifikatora i izboru odluke sa najvećim brojem saglasnih klasifikatora. Veoma je jednostavan za realizaciju i u primeni ne zahteva predznanje o svojstvima klasifikatora."
Induktivno učenje razumljivog znanja na osnovu oskudnih obučavajućih skupova, Fakultet za informatiku i menadžment

https://www.elfak.ni.ac.rs/downloads/informacije/studenti/do...
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English term (edited): (majority voting) ensemble method

(većinski) ansambl metod

"A voting ensemble (or a “majority voting ensemble“) is an ensemble machine learning model that combines the predictions from multiple other models."

"Ansambl metodi (eng. ensemble methods) su tehnike koje za cilj imaju pobolj-
šanje tačnosti klasifikacije koje se postiže kombinovanjem predviđanja većeg broja
klasifikatora.


"Algoritam novom objektu pridružuje klasu koja se najčešće javlja među njegovim susedima (eng. majority voting). U slučaju nerešenog ishoda, klasa nepoznatog objekta se dobija slučajnim izborom iz skupa najzastupljenijih klasa."
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