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DengAI

See project details at: https://www.drivendata.org/competitions/44/dengai-predicting-disease-spread/

Visualisation

Number of cases per city:

City Total Cases
IQ 3934
SJ 31993

Number of cases per year: Cases per year

Simple Models

Experimented with the following models:

  • Linear Regression
  • Random forest
  • XGBoost

All of the models didn't perform well. The average Mean Squared Error (MSA) were around 30.

Neural Network for regression

...

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DengAI: Predicting Disease Spread.

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