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StellarNPO Predicting the Financial Viability of Nonprofit Organizations Vicki Moeller-Chan
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StellarNPO
Predicting the Financial Viability of Nonprofit Organizations
Vicki Moeller-Chan
Logistic Regression
Verified using stratified k
folds
Feature Importance
The Stack
lifelines
Survival Analysis
Logistic Regression
Trained using 1996-2012
dataTested on
2013
Random Forest
Survival Function
Kaplan Meier Fitter
Cumulative Hazard Function
Nelson Aalen Fitter
Hazard Curve
NA Fitter with kernal smoothing
Survival Regression
Aalen Additive
Fitter