Homeloan/seed_0/test.json

[
  {
    "id": 15,
    "label": "Approved",
    "Loan_ID": "LP001032",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4950.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 125.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4950.0, The co-applicant income is 0.0, The loan amount is 125.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 41,
    "label": "Approved",
    "Loan_ID": "LP001120",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1800.0,
    "CoapplicantIncome": 1213.0,
    "LoanAmount": 47.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount <= 166.000",
      "num__CoapplicantIncome <= 3798.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 1800.0, The co-applicant income is 1213.0, The loan amount is 47.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 42,
    "label": "Approved",
    "Loan_ID": "LP001123",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2400.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 75.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome <= 2457.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2400.0, The co-applicant income is 0.0, The loan amount is 75.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 46,
    "label": "Approved",
    "Loan_ID": "LP001138",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5649.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 44.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount <= 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5649.0, The co-applicant income is 0.0, The loan amount is 44.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 56,
    "label": "Approved",
    "Loan_ID": "LP001195",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2132.0,
    "CoapplicantIncome": 1591.0,
    "LoanAmount": 96.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2132.0, The co-applicant income is 1591.0, The loan amount is 96.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 58,
    "label": "Approved",
    "Loan_ID": "LP001198",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 8080.0,
    "CoapplicantIncome": 2250.0,
    "LoanAmount": 180.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 8080.0, The co-applicant income is 2250.0, The loan amount is 180.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 72,
    "label": "Approved",
    "Loan_ID": "LP001248",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3500.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 81.0,
    "Loan_Amount_Term": 300.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3500.0, The co-applicant income is 0.0, The loan amount is 81.0, The loan amount term is 300.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 75,
    "label": "Not Approved",
    "Loan_ID": "LP001255",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3750.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 113.0,
    "Loan_Amount_Term": 480.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3750.0, The co-applicant income is 0.0, The loan amount is 113.0, The loan amount term is 480.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 77,
    "label": "Not Approved",
    "Loan_ID": "LP001259",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 1000.0,
    "CoapplicantIncome": 3022.0,
    "LoanAmount": 110.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount <= 166.000",
      "num__CoapplicantIncome <= 3798.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 1000.0, The co-applicant income is 3022.0, The loan amount is 110.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 97,
    "label": "Approved",
    "Loan_ID": "LP001333",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1977.0,
    "CoapplicantIncome": 997.0,
    "LoanAmount": 50.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 1977.0, The co-applicant income is 997.0, The loan amount is 50.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 103,
    "label": "Approved",
    "Loan_ID": "LP001356",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4652.0,
    "CoapplicantIncome": 3583.0,
    "LoanAmount": 126.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome > 2626.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4652.0, The co-applicant income is 3583.0, The loan amount is 126.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 111,
    "label": "Approved",
    "Loan_ID": "LP001387",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2929.0,
    "CoapplicantIncome": 2333.0,
    "LoanAmount": 139.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2929.0, The co-applicant income is 2333.0, The loan amount is 139.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 118,
    "label": "Not Approved",
    "Loan_ID": "LP001421",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5568.0,
    "CoapplicantIncome": 2142.0,
    "LoanAmount": 175.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5568.0, The co-applicant income is 2142.0, The loan amount is 175.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 120,
    "label": "Approved",
    "Loan_ID": "LP001426",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5667.0,
    "CoapplicantIncome": 2667.0,
    "LoanAmount": 180.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5667.0, The co-applicant income is 2667.0, The loan amount is 180.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 148,
    "label": "Not Approved",
    "Loan_ID": "LP001519",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 10000.0,
    "CoapplicantIncome": 1666.0,
    "LoanAmount": 225.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes <= 0.500"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 10000.0, The co-applicant income is 1666.0, The loan amount is 225.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 155,
    "label": "Approved",
    "Loan_ID": "LP001536",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 39999.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 600.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 0.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 128.500",
      "num__ApplicantIncome > 5351.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 39999.0, The co-applicant income is 0.0, The loan amount is 600.0, The loan amount term is 180.0, The credit history value is 0.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 164,
    "label": "Approved",
    "Loan_ID": "LP001572",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 9323.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 75.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 9323.0, The co-applicant income is 0.0, The loan amount is 75.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 169,
    "label": "Approved",
    "Loan_ID": "LP001580",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 8000.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 200.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount > 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 8000.0, The co-applicant income is 0.0, The loan amount is 200.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 179,
    "label": "Not Approved",
    "Loan_ID": "LP001630",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2333.0,
    "CoapplicantIncome": 1451.0,
    "LoanAmount": 102.0,
    "Loan_Amount_Term": 480.0,
    "Credit_History": 0.0,
    "Property_Area": "Urban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 128.500",
      "num__CoapplicantIncome <= 2205.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2333.0, The co-applicant income is 1451.0, The loan amount is 102.0, The loan amount term is 480.0, The credit history value is 0.0, The property area is Urban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 188,
    "label": "Approved",
    "Loan_ID": "LP001644",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 674.0,
    "CoapplicantIncome": 5296.0,
    "LoanAmount": 168.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 674.0, The co-applicant income is 5296.0, The loan amount is 168.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 194,
    "label": "Approved",
    "Loan_ID": "LP001664",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4191.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 120.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4191.0, The co-applicant income is 0.0, The loan amount is 120.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 200,
    "label": "Approved",
    "Loan_ID": "LP001674",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2600.0,
    "CoapplicantIncome": 2500.0,
    "LoanAmount": 90.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2600.0, The co-applicant income is 2500.0, The loan amount is 90.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 211,
    "label": "Not Approved",
    "Loan_ID": "LP001711",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3430.0,
    "CoapplicantIncome": 1250.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 128.500",
      "num__CoapplicantIncome <= 2205.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3430.0, The co-applicant income is 1250.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 218,
    "label": "Not Approved",
    "Loan_ID": "LP001732",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5000.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 72.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 128.500",
      "num__CoapplicantIncome <= 2205.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5000.0, The co-applicant income is 0.0, The loan amount is 72.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 222,
    "label": "Approved",
    "Loan_ID": "LP001744",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2971.0,
    "CoapplicantIncome": 2791.0,
    "LoanAmount": 144.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome > 2626.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2971.0, The co-applicant income is 2791.0, The loan amount is 144.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 227,
    "label": "Approved",
    "Loan_ID": "LP001758",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6250.0,
    "CoapplicantIncome": 1695.0,
    "LoanAmount": 210.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount > 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 6250.0, The co-applicant income is 1695.0, The loan amount is 210.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 247,
    "label": "Approved",
    "Loan_ID": "LP001819",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6608.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 137.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 6608.0, The co-applicant income is 0.0, The loan amount is 137.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 254,
    "label": "Not Approved",
    "Loan_ID": "LP001844",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 16250.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 192.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Urban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 128.500",
      "num__ApplicantIncome > 5351.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 16250.0, The co-applicant income is 0.0, The loan amount is 192.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Urban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 260,
    "label": "Approved",
    "Loan_ID": "LP001865",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6083.0,
    "CoapplicantIncome": 4250.0,
    "LoanAmount": 330.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 6083.0, The co-applicant income is 4250.0, The loan amount is 330.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 268,
    "label": "Not Approved",
    "Loan_ID": "LP001883",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3418.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 135.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3418.0, The co-applicant income is 0.0, The loan amount is 135.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 288,
    "label": "Approved",
    "Loan_ID": "LP001931",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4124.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 115.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4124.0, The co-applicant income is 0.0, The loan amount is 115.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 297,
    "label": "Approved",
    "Loan_ID": "LP001954",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4666.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 135.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 4666.0, The co-applicant income is 0.0, The loan amount is 135.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 315,
    "label": "Approved",
    "Loan_ID": "LP002031",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3399.0,
    "CoapplicantIncome": 1640.0,
    "LoanAmount": 111.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount <= 166.000",
      "num__CoapplicantIncome <= 3798.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 3399.0, The co-applicant income is 1640.0, The loan amount is 111.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 318,
    "label": "Approved",
    "Loan_ID": "LP002043",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3541.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 112.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3541.0, The co-applicant income is 0.0, The loan amount is 112.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 335,
    "label": "Approved",
    "Loan_ID": "LP002106",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 5503.0,
    "CoapplicantIncome": 4490.0,
    "LoanAmount": 70.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome > 2626.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 5503.0, The co-applicant income is 4490.0, The loan amount is 70.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 348,
    "label": "Approved",
    "Loan_ID": "LP002137",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6333.0,
    "CoapplicantIncome": 4583.0,
    "LoanAmount": 259.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome > 2626.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 6333.0, The co-applicant income is 4583.0, The loan amount is 259.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 372,
    "label": "Approved",
    "Loan_ID": "LP002201",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 9323.0,
    "CoapplicantIncome": 7873.0,
    "LoanAmount": 380.0,
    "Loan_Amount_Term": 300.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 9323.0, The co-applicant income is 7873.0, The loan amount is 380.0, The loan amount term is 300.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 376,
    "label": "Approved",
    "Loan_ID": "LP002219",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 8750.0,
    "CoapplicantIncome": 4996.0,
    "LoanAmount": 130.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount <= 166.000",
      "num__CoapplicantIncome > 3798.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 8750.0, The co-applicant income is 4996.0, The loan amount is 130.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 378,
    "label": "Not Approved",
    "Loan_ID": "LP002224",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3069.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 71.0,
    "Loan_Amount_Term": 480.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3069.0, The co-applicant income is 0.0, The loan amount is 71.0, The loan amount term is 480.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 383,
    "label": "Approved",
    "Loan_ID": "LP002234",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 7167.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 7167.0, The co-applicant income is 0.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 410,
    "label": "Not Approved",
    "Loan_ID": "LP002318",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 3867.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 62.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 1, The education level of the applicant is Not Graduate, The self-employment status is Yes, The applicant income is 3867.0, The co-applicant income is 0.0, The loan amount is 62.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 422,
    "label": "Approved",
    "Loan_ID": "LP002361",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1820.0,
    "CoapplicantIncome": 1719.0,
    "LoanAmount": 100.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount <= 166.000",
      "num__CoapplicantIncome <= 3798.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 1820.0, The co-applicant income is 1719.0, The loan amount is 100.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 425,
    "label": "Approved",
    "Loan_ID": "LP002366",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2666.0,
    "CoapplicantIncome": 4300.0,
    "LoanAmount": 121.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount <= 166.000",
      "num__CoapplicantIncome > 3798.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2666.0, The co-applicant income is 4300.0, The loan amount is 121.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 430,
    "label": "Approved",
    "Loan_ID": "LP002377",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 8624.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 150.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount > 149.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 8624.0, The co-applicant income is 0.0, The loan amount is 150.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 436,
    "label": "Approved",
    "Loan_ID": "LP002398",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1926.0,
    "CoapplicantIncome": 1851.0,
    "LoanAmount": 50.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 1926.0, The co-applicant income is 1851.0, The loan amount is 50.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 439,
    "label": "Approved",
    "Loan_ID": "LP002407",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 7142.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 138.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Not Graduate, The self-employment status is Yes, The applicant income is 7142.0, The co-applicant income is 0.0, The loan amount is 138.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 444,
    "label": "Approved",
    "Loan_ID": "LP002424",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 7333.0,
    "CoapplicantIncome": 8333.0,
    "LoanAmount": 175.0,
    "Loan_Amount_Term": 300.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 7333.0, The co-applicant income is 8333.0, The loan amount is 175.0, The loan amount term is 300.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 450,
    "label": "Not Approved",
    "Loan_ID": "LP002446",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2309.0,
    "CoapplicantIncome": 1255.0,
    "LoanAmount": 125.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 128.500",
      "num__CoapplicantIncome <= 2205.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2309.0, The co-applicant income is 1255.0, The loan amount is 125.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 471,
    "label": "Not Approved",
    "Loan_ID": "LP002517",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2653.0,
    "CoapplicantIncome": 1500.0,
    "LoanAmount": 113.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 0.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 128.500",
      "num__CoapplicantIncome <= 2205.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2653.0, The co-applicant income is 1500.0, The loan amount is 113.0, The loan amount term is 180.0, The credit history value is 0.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 477,
    "label": "Not Approved",
    "Loan_ID": "LP002530",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2873.0,
    "CoapplicantIncome": 1872.0,
    "LoanAmount": 132.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Semiurban",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 128.500",
      "num__ApplicantIncome <= 5351.000",
      "num__ApplicantIncome <= 4316.500",
      "num__CoapplicantIncome <= 3233.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2873.0, The co-applicant income is 1872.0, The loan amount is 132.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Semiurban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 487,
    "label": "Not Approved",
    "Loan_ID": "LP002547",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 18333.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 500.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 18333.0, The co-applicant income is 0.0, The loan amount is 500.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 495,
    "label": "Approved",
    "Loan_ID": "LP002586",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3326.0,
    "CoapplicantIncome": 913.0,
    "LoanAmount": 105.0,
    "Loan_Amount_Term": 84.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3326.0, The co-applicant income is 913.0, The loan amount is 105.0, The loan amount term is 84.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 528,
    "label": "Approved",
    "Loan_ID": "LP002714",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2679.0,
    "CoapplicantIncome": 1302.0,
    "LoanAmount": 94.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount <= 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 1, The education level of the applicant is Not Graduate, The self-employment status is No, The applicant income is 2679.0, The co-applicant income is 1302.0, The loan amount is 94.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 533,
    "label": "Not Approved",
    "Loan_ID": "LP002729",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 11250.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 196.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount > 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 11250.0, The co-applicant income is 0.0, The loan amount is 196.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 554,
    "label": "Not Approved",
    "Loan_ID": "LP002789",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3593.0,
    "CoapplicantIncome": 4266.0,
    "LoanAmount": 132.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 0.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 128.500",
      "num__ApplicantIncome <= 5351.000",
      "num__ApplicantIncome <= 4316.500",
      "num__CoapplicantIncome > 3233.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3593.0, The co-applicant income is 4266.0, The loan amount is 132.0, The loan amount term is 180.0, The credit history value is 0.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 570,
    "label": "Approved",
    "Loan_ID": "LP002842",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3417.0,
    "CoapplicantIncome": 1750.0,
    "LoanAmount": 186.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes > 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3417.0, The co-applicant income is 1750.0, The loan amount is 186.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 584,
    "label": "Not Approved",
    "Loan_ID": "LP002911",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2787.0,
    "CoapplicantIncome": 1917.0,
    "LoanAmount": 146.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount > 128.500",
      "num__ApplicantIncome <= 5351.000",
      "num__ApplicantIncome <= 4316.500",
      "num__CoapplicantIncome <= 3233.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 1, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 2787.0, The co-applicant income is 1917.0, The loan amount is 146.0, The loan amount term is 360.0, The credit history value is 0.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 591,
    "label": "Not Approved",
    "Loan_ID": "LP002931",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 6000.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 205.0,
    "Loan_Amount_Term": 240.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban > 0.500",
      "num__CoapplicantIncome <= 6160.000",
      "num__CoapplicantIncome <= 2626.000",
      "num__LoanAmount > 149.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 6000.0, The co-applicant income is 0.0, The loan amount is 205.0, The loan amount term is 240.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 593,
    "label": "Approved",
    "Loan_ID": "LP002936",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3859.0,
    "CoapplicantIncome": 3300.0,
    "LoanAmount": 142.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount <= 166.000",
      "num__CoapplicantIncome <= 3798.000"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3859.0, The co-applicant income is 3300.0, The loan amount is 142.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 594,
    "label": "Approved",
    "Loan_ID": "LP002938",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 16120.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 260.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is Yes, The applicant income is 16120.0, The co-applicant income is 0.0, The loan amount is 260.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 602,
    "label": "Approved",
    "Loan_ID": "LP002953",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5703.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome <= 612.000",
      "num__ApplicantIncome > 2457.000",
      "num__LoanAmount > 62.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is Yes, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 5703.0, The co-applicant income is 0.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 603,
    "label": "Approved",
    "Loan_ID": "LP002958",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3676.0,
    "CoapplicantIncome": 4301.0,
    "LoanAmount": 172.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Not Approved",
    "final_decision": "Not Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "cat__Property_Area_Semiurban <= 0.500",
      "num__CoapplicantIncome > 612.000",
      "num__LoanAmount > 166.000",
      "cat__Married_Yes <= 0.500"
    ],
    "note": "The gender of the applicant is Male, The marital status of the applicant is No, The number of dependents is 0, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3676.0, The co-applicant income is 4301.0, The loan amount is 172.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Not Approved",
    "rationale": "only for testing"
  }
]