Algoritmi za inkrementalno učenje odločitvenih dreves na spremenljivih podatkovnih tokovih : diplomsko delo

Sovdat, Blaž (author), Bosnić, Zoran (mentor)

• Language: Slovenian
• Keywords: strojno učenje, sprotno učenje, odločitvena drevesa, spremenljivi podatkovni tokovi, Hoeffdingova neenakost, evalvacija algoritmov na podatkovnih tokovih, računalništvo, računalništvo in informatika, univerzitetni študij, diplomske naloge
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FRI - Faculty of Computer and Information Science
• Place of publishing: Ljubljana
• Publisher: B. Sovdat
• Year: 2013
• Number of pages: 83 str.
• PID: 20.500.12556/RUL-157636
• UDC: 004.8(043.2)
• COBISS.SI-ID: 10132820
• Publication date in RUL: 26.05.2024

Secondary language

• Language: English
• Title: Algorithms for incremental learning of decision trees from time-changing data streams
• Keywords: machine learning, online learning, decision trees, time-changing data streams, Hoeffding inequality, stream learning algorithm evaluation, computer science, computer and information science, diploma