Your browser does not allow JavaScript!
JavaScript is necessary for the proper functioning of this website. Please enable JavaScript or use a modern browser.
|
|
SLO
|
ENG
|
Cookies and privacy
DKUM
EPF - Faculty of Business and Economics
FE - Faculty of Energy Technology
FERI - Faculty of Electrical Engineering and Computer Science
FF - Faculty of Arts
FGPA - Faculty of Civil Engineering, Transportation Engineering and Architecture
FKBV - Faculty of Agriculture and Life Sciences
FKKT - Faculty of Chemistry and Chemical Engineering
FL - Faculty of Logistic
FNM - Faculty of Natural Sciences and Mathematics
FOV - Faculty of Organizational Sciences in Kranj
FS - Faculty of Mechanical Engineering
FT - Faculty of Tourism
FVV - Faculty of Criminal Justice and Security
FZV - Faculty of Health Sciences
MF - Faculty of Medicine
PEF - Faculty of Education
PF - Faculty of Law
UKM - University of Maribor Library
UM - University of Maribor
UZUM - University of Maribor Press
COBISS
Faculty of Business and Economic, Maribor
Faculty of Agriculture and Life Sciences, Maribor
Faculty of Logistics, Celje, Krško
Faculty of Organizational Sciences, Kranj
Faculty of Criminal Justice and Security, Ljubljana
Faculty of Health Sciences
Library of Technical Faculties, Maribor
Faculty of Medicine, Maribor
Miklošič Library FPNM, Maribor
Faculty of Law, Maribor
University of Maribor Library
Bigger font
|
Smaller font
Introduction
Search
Browsing
Upload document
For students
For employees
Statistics
Login
First page
>
Show document
Show document
Title:
Delno nadzorovan meta klasifikator v programskem jeziku Python : diplomsko delo
Authors:
ID
Mirnik, Ingrid
(Author)
ID
Karakatič, Sašo
(Mentor)
More about this mentor...
Files:
UN_Mirnik_Ingrid_2021.pdf
(2,43 MB)
MD5: 574B8AA51A71417F966B83A136CAC015
PID:
20.500.12556/dkum/9fa19163-e3be-4259-8699-c90eb13959ae
Language:
Slovenian
Work type:
Bachelor thesis/paper
Typology:
2.11 - Undergraduate Thesis
Organization:
FERI - Faculty of Electrical Engineering and Computer Science
Abstract:
V zaključnem delu se ukvarjamo z razvojem delno nadzorovanega meta klasifikatorja in njegovim delovanjem. Namen zaključenega dela je predstaviti koristnost delno nadzorovane klasifikacije ter uporabo te na praktičnem primeru. Rešitev smo razvili s pomočjo programskega jezika Python in scikit-learn knjižnice. Pri preverjanju delovanja klasifikatorja smo se omejili na tri različne podatkovne množice, katerim se deleži označenih podatkov spreminjajo glede na test. Primerjali smo rezultate nadzorovanih in delno nadzorovanih klasifikatorjev, ki so se vrnili podobni. Ugotovili smo, da med rezultati nadzorovanih in delno nadzorovanih klasifikatorjev ni bistvene razlike, razen v časovni zahtevnosti, ki je občutno večja pri delno nadzorovanih klasifikatorjih.
Keywords:
Python
,
delno nadzorovana klasifikacija
,
strojno učenje
Place of publishing:
Maribor
Place of performance:
Maribor
Publisher:
[I. Mirnik]
Year of publishing:
2021
Number of pages:
VII, 56 str.
PID:
20.500.12556/DKUM-79798
UDC:
004.434:004.8(043.2)
COBISS.SI-ID:
93977859
Publication date in DKUM:
18.10.2021
Views:
1009
Downloads:
88
Metadata:
Categories:
KTFMB - FERI
Cite this work
Plain text
BibTeX
EndNote XML
EndNote/Refer
RIS
ABNT
ACM Ref
AMA
APA
Chicago 17th Author-Date
Harvard
IEEE
ISO 690
MLA
Vancouver
:
MIRNIK, Ingrid, 2021,
Delno nadzorovan meta klasifikator v programskem jeziku Python : diplomsko delo
[online]. Bachelor’s thesis. Maribor : I. Mirnik. [Accessed 24 April 2025]. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=79798
Copy citation
Average score:
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5
(0 votes)
Your score:
Voting is allowed only for
logged in
users.
Share:
Searching for similar works...
Hover the mouse pointer over a document title to show the abstract or click on the title to get all document metadata.
Licences
License:
CC BY 4.0, Creative Commons Attribution 4.0 International
Link:
http://creativecommons.org/licenses/by/4.0/
Description:
This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:
02.09.2021
Secondary language
Language:
English
Title:
Semi-supervised meta classifier in the Python programming language
Abstract:
In this thesis, we are dealing with the development of a semi-supervised meta classifier and its operation. The purpose is to present the usefulness of semi-supervised classification and its usage on a practical example. We developed the solution using Python programming language and the scikit-learn library. When testing the classifier, we limited ourselves to three distinctive data sets, which labeled data proportions change with different tests. We compared the results of supervised and semi-supervised classifiers, which came back similar. We disclosed no notable difference between the results of supervised and semi-supervised classifiers, except the time complexity, which is significantly higher for semi-supervised classifiers.
Keywords:
Python
,
semi-supervised classification
,
machine learning
Comments
Leave comment
You must
log in
to leave a comment.
Comments (0)
0 - 0 / 0
There are no comments!
Back
