Description Usage Arguments Value
This Function will create a application scorecard from the predicted probability of the logistic regression model. Suppose we have to Build an application scorecard with the good to bad odds of 10 to 1 at a score of 400 doubling every 20 points. So here Odd will be 10, pdo will be 20 and score will be 400.
1 2 |
Applicant |
this the unique applicant id for which we are require to create a score card |
PD |
this is the predicted propability which is generated by using predict() function on logistic model. |
True_Label |
this will the actual label for which prediction is generated either from train or test data sets. |
score |
this is the maximum score that is given to the applicant who is very active in paying the debts owe to him. |
pdo |
this is the point to double the odds |
Odd |
this the good to bad odd |
the function will return a data frame with the scores along with all the above parameters
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