Survival of a Patient - Beginners

A hospital in the province of Greenland has been trying to improve its care conditions by looking at historic survival of the patients. They tried looking at their data but could not identify the main factors leading to high survivals.

Objective

You are the best data scientist in Greenland and they've hired you to solve this problem. Now you are responsible for developing a model that will predict the chances of survival of a patient after 1 year of treatment (Survived_1_year).

Evaluation Criteria

Submissions are evaluated using the F1 Score. How do we do it? 

Once you generate and submit the target variable predictions on evaluation dataset, your submissions will be compared with the true values of the target variable. 

The True or Actual values of the target variable are hidden on the DPhi Practice platform so that we can evaluate your model's performance on evaluation data. Finally, an F1 score for your model will be generated and displayed