Problem: Financial Viability of Nonprofit Organizations

Vicki Moeller-Chan 01/23/15

Vicki Moeller-Chan 01/23/15

Random Forest Results 

Validation and Sanity Checks

Vicki Moeller-Chan 01/23/15

Wandering Through A Random Forest

Vicki Moeller-Chan 01/23/15

• Still a lot to understand:
  • Dominating features
  • Outliers
• Some validation ideas:
  • Stratified K Folds
  • Confusion Matrices
• Future Plans:
  • Incorporate temporeal aspects
    • Survival Analysis