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the loan qualifying procedure using machine learning

The company seeks to automate (in real time) the loan qualifying procedure based on information given by customers while filling out an online application form. It is expected that the development of ML models that can help the company predict loan approval in accelerating decision-making process for determining whether an applicant is eligible for a loan or not.

In This Projet we used various models types

we settled in XGBClassifier from it we get :

Precision value is : 0.80

Recall value is : 0.97

F1 Score value is : 0.88

with Test Score : 0.816

بطاقة العمل

اسم المستقل Mohamed A.
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