/Medical_analysis

The analysis of 'Medical Appointment No Shows' kaggle dataset

Primary LanguageJupyter Notebook

Using Machine Learning to predict no-show on medical appointments

In this project, I will build a model for predicting missed appointments. For this, the following steps will be performed:

  • data exploration (learning about the data, cleaning and preparing the data)
  • feature selection and engineering (selecting the most significant features and creating new ones)
  • selection and tuning a supervised machine learning algorithms
  • validating the algorithm to ensure acceptable performance of the model

Results

The results are saved in the Jupyter notebook file in the repository. Presentation on Canva: link