Boosted Train Set 1

Loan status distribution for approved loans:

## approved$LOAN_STATUS 
##       n missing  unique 
##    9511       0       2 
## 
## DEFAULTED (468, 5%), REPAID (9043, 95%)

Loan status distribution for declined loans:

## declined$LOAN_STATUS 
##       n missing  unique 
##    4467       0       2 
## 
## DEFAULTED (1187, 27%), REPAID (3280, 73%)

Boosted Train Set 2

Loan status distribution for approved loans:

## approved$LOAN_STATUS 
##       n missing  unique 
##    9511       0       2 
## 
## DEFAULTED (468, 5%), REPAID (9043, 95%)

Loan status distribution for declined loans:

## declined$LOAN_STATUS 
##       n missing  unique 
##    4467       0       2 
## 
## DEFAULTED (1187, 27%), REPAID (3280, 73%)

Boosted Train Set 3

Loan status distribution for approved loans:

## approved$LOAN_STATUS 
##       n missing  unique 
##    9511       0       2 
## 
## DEFAULTED (468, 5%), REPAID (9043, 95%)

Loan status distribution for declined loans:

## declined$LOAN_STATUS 
##       n missing  unique 
##    4467       0       2 
## 
## DEFAULTED (1895, 42%), REPAID (2572, 58%)