magistrsko delo
Nina Zupančič (Author), Tomaž Košir (Mentor)

Abstract

Napovedovanje časovnih vrst s strojnim učenjem

Keywords

strojno učenje;časovne vrste;večslojni perceptron;klasifikacijska drevesa;regresijska drevesa;k-najbližjih sosedov;SMAPE;R;K-kratni validacijski postopek;

Data

Language: Slovenian
Year of publishing:
Typology: 2.09 - Master's Thesis
Organization: UL FMF - Faculty of Mathematics and Physics
Publisher: [N. Zupančič]
UDC: 519.8
COBISS: 17051481 Link will open in a new window
Views: 808
Downloads: 417
Average score: 0 (0 votes)
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Other data

Secondary language: English
Secondary title: Time series forecasting with machine learning models
Secondary keywords: machine learning;time series;multilayer perception;CART;k-nearest neighbors;SMAPE;R;K-fold validation;
Type (COBISS): Master's thesis/paper
Thesis comment: Univ. v Ljubljani, Fak. za matematiko in fiziko, Oddelek za matematiko, Finančna matematika - 2. stopnja
Pages: [87] str.
ID: 10911069