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      Stochastic Gradient Boosting Remove Stochastic Gradient Boosting →

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      LendingClub (C): Gradient Boosting & Payoff Matrix
      Managing Churn to Maximize Profits
      → Search All HBS Web
      • August 2018 (Revised September 2018)
      • Supplement

      LendingClub (C): Gradient Boosting & Payoff Matrix

      By: Srikant M. Datar and Caitlin N. Bowler
      This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default...  View Details
      Keywords: Data Analytics; Data Science; Investment; Financing And Loans; Data And Data Sets; Analysis; Forecasting And Prediction
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
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      LendingClub (C): Gradient Boosting & Payoff Matrix
      Managing Churn to Maximize Profits
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