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Usmerjeno generiranje sintetičnih učnih primerov v strojnem učenju na podlagi ocen zanesljivosti klasifikacij : diplomsko delo
ID Košir, Domen (Author), ID Bosnić, Zoran (Mentor) More about this mentor... This link opens in a new window

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Language:Slovenian
Keywords:strojno učenje, neuravnoteženi podatki, naključno podvzorčenje, naključno nadvzorčenje, SMOTE, računalništvo, univerzitetni študij, diplomske naloge
Work type:Undergraduate thesis
Typology:2.11 - Undergraduate Thesis
Organization:FRI - Faculty of Computer and Information Science
Place of publishing:Ljubljana
Publisher:D. Košir
Year:2010
Number of pages:68 str.
PID:20.500.12556/RUL-156883 This link opens in a new window
UDC:004(043.2)
COBISS.SI-ID:7965268 This link opens in a new window
Publication date in RUL:26.05.2024
Views:76
Downloads:4
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Secondary language

Language:English
Title:[Directed generation of synthetic examples in machine learning based on the classification reliability estimates]
Keywords:machine learning, imbalanced data, imbalanced datasets, random undersampling, random oversampling, SMOTE, computer science, diploma

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