Akademik Veri Yönetim Sistemi
Teknik Rapor, ss.1, 2022
The Gradient Boosting Regression model is a successful model used in machine learning. In this study, the FuzzyGBR algorithm, which is the novel expansion of the GBR algorithm, in case the target variable contains triangular fuzzy numbers, is discussed and its software developed in Python 3 is explained. Mathematical infrastructure required for calculating arithmetic operations and distances on fuzzy numbers is given. The source codes, modules, functions and function parameters of the software are explained. The software was implemented using Python's Scikit-Learn and Seaborn libraries and various datasets from the literature.