/kaggle-diabetes-prediction

A Kaggle competition promoted by Data Science Academy aimed to create a Machine Learning model to predict the occurrence of diabetes.

Primary LanguageJupyter Notebook

Data Science Academy kaggle Competition

This project presents a code/kernel used in a Kaggle competition promoted by Data Science Academy in January of 2019.

The goal of the competition was to create a Machine Learning model to predict the occurrence of diabetes.

Data source: National Institute of Diabetes and Digestive and Kidney Diseases

Competition page: https://www.kaggle.com/c/competicao-dsa-machine-learning-jan-2019/

Files description:

  • dataset_treino.csv - contains the training dataset.
  • dataset_test.csv - contains the test dataset.
  • sampleSubmission.csv - contains the template for submit the solution.

In this competition my best score was 76.27% and I got the position 41 on the leaderboard.