Covid-Predictive-Models

Decision Trees, Logistic Regression and Neural Network for Covid prediction cases. The techniques used in this project are:

1. Data Pre-processing
   • Data cleaning
   • Handle outliers
   • Standardisation
2. Data Correlation:
3. Data Selection:
4. Data Partioning:
   • Training set
   • Testing set
5. Model Training
   • Decision Trees
   • Logistic Regression
   • Neural Network
6. ROC AUC Curve