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Bc. Jakub Smatana

Bachelor's thesis

Car Insurance Recommendation System

Car Insurance Recommendation System
Abstract:
Cieľom tejto práce je pomôcť poisťovacím agentom pri rozhodovaní o produkte, keďže cieľom bolo vytvoriť systém odporúčaní poistenia auta pomocou algoritmu strojového učenia s doplnením porovnania výsledkov dvoch rôznych algoritmov. Predpovede boli zamerané na odporúčanie poisťovne a predného skla. Modely boli natrénované na údajoch poskytnutých spoločnosťou Able. V práci je uvedená aplikácia, ktorá …more
Abstract:
This thesis aims to help insurance agents with product decisions as the goal was to construct a car insurance recommendation system using the machine learning algorithm with the addition of comparing results from two different algorithms. The predictions were focused on the insurance company and front glass recommendations. The models were trained on the data provided by the Able company. The thesis …more
 

Keywords

CatBoost decision trees gradient boosting LightGBM machine learning motor insurance reccomender system supervised learning
 
Language used: English
Date on which the thesis was submitted / produced: 25. 5. 2021
Identifier: https://is.muni.cz/th/hp8gg/

Thesis defence

  • Date of defence: 2. 7. 2021
  • Supervisor: Ing. Lukáš Grolig
  • Reader: Mgr. Jakub Kaman

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Bachelor programme / field:
Informatics / Computer Systems and Data Processing

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