Razvoj metode za izbiro klasifikatorja : doktorska disertacija

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Razvoj metode za izbiro klasifikatorja : doktorska disertacija

Černezel, Aleš

V doktorski nalogi opišemo razvoj metode za izbiro klasifikatorja. Glavni prispevek omenjene metode je izbor najustreznejših kombinacij: metode za merjenje točnosti, klasifikacijskega algoritma in ... velikostjo učne množice; v okviru uporabniško definiranih kriterijev. Metoda je splošna in posledično tudi prilagodljiva ter razširljiva. Postopek izvajanja je formalno zapisan v obliki psevdokoda. Za potrebe zagotavljanja teoretične podlage izvedemo tudi več empiričnih raziskav, kjer dobljene rezultate analiziramo s serijo statističnih preizkusov. Izsledki raziskav doprinesejo naslednje prispevke k znanosti. Formalizacija odločitev in kriterijev za izbiro najustreznejše metode za merjenje točnosti. Formalizacija odločitev in kriterijev za izbiro najustreznejšega klasifikacijskega algoritma. Izbor matematičnega modela, ki v splošnem najbolje opiše obliko učnih krivulj. Formalizacija terminalnih kriterijev za določanje najustreznejše velikosti učne množice.

Type of material - dissertation ; adult, serious

Publication and manufacture - Maribor : [A. Černezel], 2016

Language - slovenian

COBISS.SI-ID - 19688214

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Digital Library of the University of Maribor – DLUM
Digitalna knjižnica Slovenije - dLib.si

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Author
Černezel, Aleš

Other authors
Rozman, Ivan, 1953-

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Call number – location, accession no. ...	Copy status
GS II 726795 glavno skladišče	available - reading room

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Year	Impact factor		Edition		Category		Classification
Year	JCR	SNIP	JCR	SNIP	JCR	SNIP	JCR	SNIP

Links to authors' personal bibliographies	Links to information on researchers in the SICRIS system
Černezel, Aleš	34495
Rozman, Ivan, 1953-	08067

Source: Personal bibliographies and: SICRIS

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