CEU eTD Collection (2020); Bona, Miklos: Regression and Binary Classification Prediction Using GLM and GLMNET Models

CEU Electronic Theses and Dissertations, 2020
Author Bona, Miklos
Title Regression and Binary Classification Prediction Using GLM and GLMNET Models
Summary My project was conducted at an industry partner company, with the aim of gathering insights from the data recorded during their operations.
The goal of this project was two-fold; first, to conduct a thorough exploratory data analysis (EDA) to clean and understand the data structure, and second, to develop supervised machine learning (ML) algorithms to identify the most impactful variables that contribute to the target variables.
Supervisor Jenő Pál
Department Economics MSc
Full texthttps://www.etd.ceu.edu/2020/bona_miklos.pdf

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