Comparison of tree-based classification algorithms in mapping burned forest areas

In this study, we compared the performance of tree-based classification algorithms – Random Forest (RF), Rotation Forest (RotF), J48, The Alternating Decision Tree (ADTree), Forest by Penalising Attributes (Forest PA), Logical Analysis of Data Algorithm (LADTree) and Functional Trees (FT) – for mapp...

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Bibliographic Details
Main Authors: Dilek Kucuk Matci, Resul Comert, Ugur Avdan
Format: Article
Language:English
Published: Association of Surveyors of Slovenia (Zveza geodetov Slovenije) 2020-09-01
Series:Geodetski Vestnik
Subjects:
Online Access:http://www.geodetski-vestnik.com/64/3/gv64-3_matci.pdf