Decision Tree Analysis : Heart Failure Prediction

CART ~ Gini Index

Data Analysis

• RSTudio - Histogram of Continuous Variables, Boxplot of Continuous Variables, Barplot of Discrete Variables, Scatter Plot between Variables combinations [pairplot in Jupyter Notebook (python)]
• Jupyter Notebook - Pairplot of Variables, Descriptive Statistics

Data Partition

• RStudio - separation of Training Dataset and Testing Dataset

State of the Art Decision Tree Algorithm

• RStudio - package "part" for CART
• Jupyter Notebook - package "sklearn" for Gini Index splitting of Decision Tree