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Allstate: How severe is an insurance claim?

Python 3 License

Describe Project

It is my capstone in Udacity Machine Learning Engineer Nanodegree course.

Objectives

The objective is to use supervised learning technical for understand how severe is an insurance claim.

Documentation

Capstone proposal

Data Source

Kaggle: allstate claims severity

Algorithms

  • Linear Regression
  • Random Forest Regressor
  • XGBoost

Quickstart

  1. Data Exploration and Data Cleaning
  2. Modeling and Evaluation

Requirements

This project is tested with:

Requisite Version
Python 3.6.8
Pip 21.2.4

Install Libraries

pip install --require-hashes -r requirements.txt


Creative Commons License