Survival Rate Analysis of Thoracic Surgery

Code

This project is an analysis of the survivial rate of Thoracic Surgery. The analysis includes fitting a GLM model to the data, calculating the ROC and AUC and then comparing the GLM Model to a KNN model.

Script Outputs

Word documents which showcase the results of my analysis of survival rates and the factors which affect them.

Prerequisites

R

R Packages Used:

• httr
• ggplot2
• dplyr
• readr
• class
• caret
• gmodels
• cluster
• fpc
• foreign
• date
• ROCR

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