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Life Expectancy Prediction with H2O AutoML

Blog

Medium blog

Introduction

In this project, we will leverage population's information on immunization, mortality, social- economic and other health related factors and use Automatic Machine Learning H2O AutoML to make prediction on life expectancy of a certain population. We will also use Variable Importance Plot, Partial Dependence Plot, and SHAP Summary Plot to explain how each of our feature input affects our model prediction.

Data Source

Exploratory Data Analysis

Modeling

Model Explainability