Appendices
A
Data Gathering/Cleaning Code
Exploring Protected Classes as Predictors in Mortgage Approval
1
Introduction
2
Data Gathering and Exploratory Analysis
3
Principal Component Analysis
4
Multiple Correspondence Analysis
5
Data Clustering
6
Association Rule Mining
7
Naive Bayes
8
Decision Tree Modeling
9
Regression Modeling
10
Support Vector Machine Modeling
11
Ensemble Modeling
12
Conclusion
Appendices
A
Data Gathering/Cleaning Code
B
Component Analysis Code (PCA and MCA)
C
Association Rule Mining Code
D
Naive Bayes Code
E
Decision Tree Code
F
Regression Code
G
Multiple Correspondence Analysis
H
Ensemble Code
Appendices
A
Data Gathering/Cleaning Code
Appendix A — Data Gathering/Cleaning Code
12
Conclusion
B
Component Analysis Code (PCA and MCA)