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Classroom Contents
Predicting Rare Events Using Ordinal Regression - From Purchases to Diseases
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- 1 Introduction
- 2 Outline
- 3 Motivation
- 4 Decision Boundaries
- 5 Logistic Regression
- 6 Logistic Regression Example
- 7 Leveraging Intermediate Outcomes
- 8 Ordinal Logistic Regression
- 9 Example Data Set
- 10 Model
- 11 Predict Function
- 12 Summary
- 13 Questions
- 14 Proportional Odds Model
- 15 Ridge Penalty
- 16 Thank you
