Napovedovanje časovnih vrst s strojnim učenjem : magistrsko delo

Zupančič, Nina (author), Košir, Tomaž (mentor)

• Language: Slovenian
• Keywords: strojno učenje, časovne vrste, večslojni perceptron, klasifikacijska drevesa, regresijska drevesa, k-najbližjih sosedov, SMAPE, R, K-kratni validacijski postopek
• Work type: Master's thesis/paper
• Typology: 2.09 - Master's Thesis
• Organization: FMF - Faculty of Mathematics and Physics
• Place of publishing: Ljubljana
• Publisher: [N. Zupančič]
• Year: 2014
• Number of pages: [87] str.
• PID: 20.500.12556/RUL-96847
• UDC: 519.8
• COBISS.SI-ID: 17051481
• Publication date in RUL: 16.10.2017

Secondary language

• Language: English
• Title: Time series forecasting with machine learning models
• Keywords: machine learning, time series, multilayer perception, CART, k-nearest neighbors, SMAPE, R, K-fold validation