StellarNPO

Predicting the Financial Viability of Nonprofit Organizations

Vicki Moeller-Chan

http://www.guidestar.org/

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