Usmerjeno generiranje sintetičnih učnih primerov v strojnem učenju na podlagi ocen zanesljivosti klasifikacij : diplomsko delo

Košir, Domen (author), Bosnić, Zoran (mentor)

• 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
• UDC: 004(043.2)
• COBISS.SI-ID: 7965268
• Publication date in RUL: 26.05.2024

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