Access over 20 million homework & study documents

Recommendations And Reporting 1

Content type
User Generated
Subject
Programming
Type
Homework
Rating
Showing Page:
1/30

Sign up to view the full document!

lock_open Sign Up
Showing Page:
2/30

Sign up to view the full document!

lock_open Sign Up
Showing Page:
3/30

Sign up to view the full document!

lock_open Sign Up
End of Preview - Want to read all 30 pages?
Access Now
Unformatted Attachment Preview
CAPSTONE PROJECT Business Understanding The burn database Name Course Date Presentation outline ➢ Business problem ➢ Analytics problem ➢ Analysis of the data needs ➢ Description of the dataset ➢ Data cleansing and summary ➢ Model building ➢ Model validation ➢ Model deployment ➢ Model life cycle ➢ Future challenges and recommendations Business problem (I) ➢ The development of models enables the prediction of the outcome of patients in healthcare and the increase of the quality of care Medical problem Model Improved health care Business problem (II) ➢ The project tackles the development of a model to analyze the variables affecting the fate of patients in the Burn intensive care unit. Goals: • Reduce treatment cost by 15% • Reduce the 30-day readmission rate by 10% Analytic problem (I) ➢ Develop different sets of models CHAID Logistic regression Models Discriminant model Neural networks Analytic problem (II) ➢ Validate the developed models to test their accuracy, and select the model providing the best results Analysis of the data needs ➢ Possible factors needed to evaluate the impact on the fate of burn patients: ❑ Age of the patient ❑ Gender of the patient ❑ Race of the patient ❑ If the patient inhaled toxic vapors during the incident ❑ If the patient was in direct contact with the flames ❑ Total surface of burned area Description of the dataset (I) ➢ The dataset collected contains information on 1,000 pati ...
Purchase document to see full attachment
User generated content is uploaded by users for the purposes of learning and should be used following Studypool's honor code & terms of service.

Anonymous
Awesome! Perfect study aid.

Studypool
4.7
Trustpilot
4.5
Sitejabber
4.4