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Title:
NAPOVEDOVANJE VREDNOSTI Z ALGORITMOM K NAJBLIŽJIH SOSEDOV
Authors:
ID
Meh, Andrej
(
Author
)
ID
Strnad, Damjan
(
Mentor
)
More about this mentor...
ID
Guid, Nikola
(
Comentor
)
Files:
VS_Meh_Andrej_2009.pdf
(704,05 KB)
MD5: 4FF7565510CE517546BAAF294DAAB504
PID:
20.500.12556/dkum/f9642a37-5a16-4a4f-8078-9e97464f1283
Language:
Slovenian
Work type:
Undergraduate thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
V diplomskem delu smo predstavili uporabo algoritma k najbližjih sosedov za napovedovanje vrednosti predmetov glede na njihove lastnosti. Implementirali smo testni program in preučili delovanje algoritma na podatkih iz resničnega sveta. S pomočjo testnega programa smo ocenili učinkovitost algoritma. Predlagali smo še nekaj možnih izboljšav za naš program.
Keywords:
napovedovanje vrednosti
,
kolektivna inteligenca
,
algoritem kNN
,
spletne dražbe
Place of publishing:
Maribor
Publisher:
[A. Meh]
Year of publishing:
2009
PID:
20.500.12556/DKUM-11819
UDC:
004.8(043.2)
COBISS.SI-ID:
13710102
NUK URN:
URN:SI:UM:DK:D4ZHGY15
Publication date in DKUM:
25.09.2009
Views:
2411
Downloads:
338
Metadata:
Categories:
KTFMB - FERI
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Secondary language
Language:
English
Title:
VALUE PREDICTION USING K NEAREST NEIGHBOURS ALGORITHM
Abstract:
In this diploma work we described the use of k nearest neighbours algorithm for predicting value of objects, depending on their properties. We implemented a test program, and studied how the algorithm worked on real-world data. We evaluated the algorithms efficiency using our test program. We also suggested a couple of possible improvements for our program.
Keywords:
value prediction
,
collective intelligence
,
kNN algorithm
,
internet auctions
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