Machine Learning Based Credit Risk Prediction System

User End

Add Acount

Login

Homepage

Edit Profile

Loan Application

Messaging

Employee End

Registration

Login

Employee Homepage and Workspace

Data Visualization with Graphs

• Loan Graphs

  • Bad Loan Graph(Amount Borrowed Vs Year)
  • Loan Status by Region(Bad Loan Vs Region)
  • Condition of Loan by Purpose(Loan Nature Vs Purpose)
  • Issuance of Loans
    • Amount of Good Loans
    • Amount of Bad Loans
  • Bad/Good Ratio(By Purpose)

• Defaulter Graphs

  • Defaulter Rates
  • Regional Risks

• Interest Rate Graphs

  • Average Interest Rates by Loan Status Distribution
  • Average Purpose Interest Rate by Income Category