Boosted Train Sets 1 & 2

Borrower Rate

Borrower rate distribution for declined loans labeled as “repaid”:

Borrower rate distribution for declined loans labeled as “defaulted”:

Borrower rate distribution for approved loans labeled as “repaid”:

Borrower rate distribution for approved loans labeled as “repaid”:

Credit Score

Credit score distribution for declined loans labeled as “repaid”:

Credit score distribution for declined loans labeled as “defaulted”:

Credit score distribution for approved loans labeled as “repaid”:

Credit score distribution for approved loans labeled as “repaid”:

Borrower Rate

Borrower rate distribution for declined loans labeled as “repaid”:

Borrower rate distribution for declined loans labeled as “defaulted”:

Borrower rate distribution for approved loans labeled as “repaid”:

Borrower rate distribution for approved loans labeled as “repaid”:

Loan Amount

Loan amount distribution for declined loans labeled as “repaid”:

Loan amount distribution for declined loans labeled as “defaulted”:

Loan amount distribution for approved loans labeled as “repaid”:

Loan amount score distribution for approved loans labeled as “repaid”:

Boosted Train Set 3

All declined loans added in several iterations, based on a different threshold each time as determined by inspecting cross validation results.

Borrower Rate

Borrower rate distribution for declined loans labeled as “repaid”:

Borrower rate distribution for declined loans labeled as “defaulted”:

Borrower rate distribution for approved loans labeled as “repaid”:

Borrower rate distribution for approved loans labeled as “repaid”:

Credit Score

Credit score distribution for declined loans labeled as “repaid”:

Credit score distribution for declined loans labeled as “defaulted”:

Credit score distribution for approved loans labeled as “repaid”:

Credit score distribution for approved loans labeled as “repaid”:

Borrower Rate

Borrower rate distribution for declined loans labeled as “repaid”:

Borrower rate distribution for declined loans labeled as “defaulted”:

Borrower rate distribution for approved loans labeled as “repaid”:

Borrower rate distribution for approved loans labeled as “repaid”:

Loan Amount

Loan amount distribution for declined loans labeled as “repaid”:

Loan amount distribution for declined loans labeled as “defaulted”:

Loan amount distribution for approved loans labeled as “repaid”:

Loan amount score distribution for approved loans labeled as “repaid”: