Homeloan/seed_15/test.json

[
  {
    "id": 10,
    "label": "Approved",
    "Loan_ID": "LP001024",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3200.0,
    "CoapplicantIncome": 700.0,
    "LoanAmount": 70.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 3200.0, The co-applicant income is 700.0, The loan amount is 70.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 21,
    "label": "Approved",
    "Loan_ID": "LP001046",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5955.0,
    "CoapplicantIncome": 5625.0,
    "LoanAmount": 315.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 5955.0, The co-applicant income is 5625.0, The loan amount is 315.0, 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": 35,
    "label": "Approved",
    "Loan_ID": "LP001106",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2275.0,
    "CoapplicantIncome": 2067.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 2275.0, The co-applicant income is 2067.0, 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": 43,
    "label": "Approved",
    "Loan_ID": "LP001131",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3941.0,
    "CoapplicantIncome": 2336.0,
    "LoanAmount": 134.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 3941.0, The co-applicant income is 2336.0, The loan amount is 134.0, 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": 48,
    "label": "Not Approved",
    "Loan_ID": "LP001146",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2645.0,
    "CoapplicantIncome": 3440.0,
    "LoanAmount": 120.0,
    "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 <= 547.500",
      "num__ApplicantIncome <= 4961.500",
      "num__ApplicantIncome <= 4836.000"
    ],
    "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 2645.0, The co-applicant income is 3440.0, The loan amount is 120.0, 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": 49,
    "label": "Approved",
    "Loan_ID": "LP001151",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4000.0,
    "CoapplicantIncome": 2275.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 4000.0, The co-applicant income is 2275.0, 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": 50,
    "label": "Approved",
    "Loan_ID": "LP001155",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1928.0,
    "CoapplicantIncome": 1644.0,
    "LoanAmount": 100.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 No, The applicant income is 1928.0, The co-applicant income is 1644.0, The loan amount is 100.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 63,
    "label": "Not Approved",
    "Loan_ID": "LP001213",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4945.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 0.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History <= 0.500",
      "num__LoanAmount <= 547.500",
      "num__ApplicantIncome <= 4961.500",
      "num__ApplicantIncome > 4836.000"
    ],
    "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 No, The applicant income is 4945.0, 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 0.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 74,
    "label": "Approved",
    "Loan_ID": "LP001253",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 5266.0,
    "CoapplicantIncome": 1774.0,
    "LoanAmount": 187.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 Yes, The applicant income is 5266.0, The co-applicant income is 1774.0, The loan amount is 187.0, 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": 84,
    "label": "Approved",
    "Loan_ID": "LP001275",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3988.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 50.0,
    "Loan_Amount_Term": 240.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 3988.0, The co-applicant income is 0.0, The loan amount is 50.0, The loan amount term is 240.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 98,
    "label": "Approved",
    "Loan_ID": "LP001334",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4188.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 115.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 4188.0, The co-applicant income is 0.0, The loan amount is 115.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 106,
    "label": "Approved",
    "Loan_ID": "LP001369",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 11417.0,
    "CoapplicantIncome": 1126.0,
    "LoanAmount": 225.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 11417.0, The co-applicant income is 1126.0, The loan amount is 225.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 108,
    "label": "Not Approved",
    "Loan_ID": "LP001379",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3800.0,
    "CoapplicantIncome": 3600.0,
    "LoanAmount": 216.0,
    "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 <= 547.500",
      "num__ApplicantIncome <= 4961.500",
      "num__ApplicantIncome <= 4836.000"
    ],
    "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 3800.0, The co-applicant income is 3600.0, The loan amount is 216.0, 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": 114,
    "label": "Approved",
    "Loan_ID": "LP001398",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5050.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 118.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 5050.0, The co-applicant income is 0.0, The loan amount is 118.0, 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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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": 130,
    "label": "Approved",
    "Loan_ID": "LP001469",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 20166.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 650.0,
    "Loan_Amount_Term": 480.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 20166.0, The co-applicant income is 0.0, The loan amount is 650.0, 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": 149,
    "label": "Approved",
    "Loan_ID": "LP001520",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4860.0,
    "CoapplicantIncome": 830.0,
    "LoanAmount": 125.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 4860.0, The co-applicant income is 830.0, The loan amount is 125.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 153,
    "label": "Not Approved",
    "Loan_ID": "LP001532",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2281.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 113.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 2281.0, The co-applicant income is 0.0, The loan amount is 113.0, 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": 166,
    "label": "Not Approved",
    "Loan_ID": "LP001577",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4583.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 112.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 Graduate, The self-employment status is No, The applicant income is 4583.0, 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 Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 174,
    "label": "Not Approved",
    "Loan_ID": "LP001603",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 4344.0,
    "CoapplicantIncome": 736.0,
    "LoanAmount": 87.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 Not Graduate, The self-employment status is Yes, The applicant income is 4344.0, The co-applicant income is 736.0, The loan amount is 87.0, 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": 215,
    "label": "Approved",
    "Loan_ID": "LP001720",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3850.0,
    "CoapplicantIncome": 983.0,
    "LoanAmount": 100.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 3850.0, The co-applicant income is 983.0, The loan amount is 100.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 217,
    "label": "Approved",
    "Loan_ID": "LP001726",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3727.0,
    "CoapplicantIncome": 1775.0,
    "LoanAmount": 131.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 3727.0, The co-applicant income is 1775.0, The loan amount is 131.0, 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": 224,
    "label": "Approved",
    "Loan_ID": "LP001750",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6250.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 6250.0, 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 Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 228,
    "label": "Approved",
    "Loan_ID": "LP001760",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4758.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 158.0,
    "Loan_Amount_Term": 480.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 4758.0, The co-applicant income is 0.0, The loan amount is 158.0, The loan amount term is 480.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 229,
    "label": "Approved",
    "Loan_ID": "LP001761",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 6400.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 200.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 6400.0, 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 Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 231,
    "label": "Approved",
    "Loan_ID": "LP001768",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3716.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 42.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 3716.0, The co-applicant income is 0.0, The loan amount is 42.0, 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": 239,
    "label": "Approved",
    "Loan_ID": "LP001792",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3315.0,
    "CoapplicantIncome": 0.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 3315.0, The co-applicant income is 0.0, 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": 250,
    "label": "Not Approved",
    "Loan_ID": "LP001835",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1668.0,
    "CoapplicantIncome": 3890.0,
    "LoanAmount": 201.0,
    "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 <= 547.500",
      "num__ApplicantIncome <= 4961.500",
      "num__ApplicantIncome <= 4836.000"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 1668.0, The co-applicant income is 3890.0, The loan amount is 201.0, 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": 255,
    "label": "Approved",
    "Loan_ID": "LP001846",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3083.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 255.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 3+, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3083.0, The co-applicant income is 0.0, The loan amount is 255.0, 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": 266,
    "label": "Approved",
    "Loan_ID": "LP001877",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4708.0,
    "CoapplicantIncome": 1387.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 4708.0, The co-applicant income is 1387.0, 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": 285,
    "label": "Approved",
    "Loan_ID": "LP001924",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3158.0,
    "CoapplicantIncome": 3053.0,
    "LoanAmount": 89.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 3158.0, The co-applicant income is 3053.0, The loan amount is 89.0, 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": 301,
    "label": "Approved",
    "Loan_ID": "LP001972",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2875.0,
    "CoapplicantIncome": 1750.0,
    "LoanAmount": 105.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 2875.0, The co-applicant income is 1750.0, The loan amount is 105.0, 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": 305,
    "label": "Not Approved",
    "Loan_ID": "LP001990",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2000.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 2000.0, 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": 312,
    "label": "Approved",
    "Loan_ID": "LP002006",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2507.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 56.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount <= 61.000"
    ],
    "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 2507.0, The co-applicant income is 0.0, The loan amount is 56.0, 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": 322,
    "label": "Approved",
    "Loan_ID": "LP002054",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3601.0,
    "CoapplicantIncome": 1590.0,
    "LoanAmount": 128.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 3601.0, The co-applicant income is 1590.0, The loan amount is 128.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 328,
    "label": "Not Approved",
    "Loan_ID": "LP002086",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4333.0,
    "CoapplicantIncome": 2451.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 Graduate, The self-employment status is No, The applicant income is 4333.0, The co-applicant income is 2451.0, 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": 334,
    "label": "Approved",
    "Loan_ID": "LP002103",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 9833.0,
    "CoapplicantIncome": 1833.0,
    "LoanAmount": 182.0,
    "Loan_Amount_Term": 180.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 Yes, The applicant income is 9833.0, The co-applicant income is 1833.0, The loan amount is 182.0, 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": 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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 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": 340,
    "label": "Not Approved",
    "Loan_ID": "LP002115",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2647.0,
    "CoapplicantIncome": 1587.0,
    "LoanAmount": 173.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 2647.0, The co-applicant income is 1587.0, The loan amount is 173.0, 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": 359,
    "label": "Approved",
    "Loan_ID": "LP002160",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5167.0,
    "CoapplicantIncome": 3167.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 5167.0, The co-applicant income is 3167.0, 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": 367,
    "label": "Not Approved",
    "Loan_ID": "LP002188",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5124.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 124.0,
    "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 <= 547.500",
      "num__ApplicantIncome > 4961.500"
    ],
    "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 5124.0, The co-applicant income is 0.0, The loan amount is 124.0, 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": 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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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": 384,
    "label": "Not Approved",
    "Loan_ID": "LP002236",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4566.0,
    "CoapplicantIncome": 0.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 4566.0, The co-applicant income is 0.0, 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": 412,
    "label": "Not Approved",
    "Loan_ID": "LP002328",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6096.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 218.0,
    "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 <= 547.500",
      "num__ApplicantIncome > 4961.500"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 6096.0, The co-applicant income is 0.0, The loan amount is 218.0, 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": 427,
    "label": "Approved",
    "Loan_ID": "LP002368",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5935.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 133.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 5935.0, The co-applicant income is 0.0, The loan amount is 133.0, 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": 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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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": 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 <= 547.500",
      "num__ApplicantIncome <= 4961.500",
      "num__ApplicantIncome <= 4836.000"
    ],
    "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 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": 459,
    "label": "Not Approved",
    "Loan_ID": "LP002473",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 8334.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 160.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 8334.0, The co-applicant income is 0.0, The loan amount is 160.0, 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": 476,
    "label": "Approved",
    "Loan_ID": "LP002529",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 6700.0,
    "CoapplicantIncome": 1750.0,
    "LoanAmount": 230.0,
    "Loan_Amount_Term": 300.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 6700.0, The co-applicant income is 1750.0, The loan amount is 230.0, 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": 491,
    "label": "Approved",
    "Loan_ID": "LP002562",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5333.0,
    "CoapplicantIncome": 1131.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 5333.0, The co-applicant income is 1131.0, 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": 497,
    "label": "Approved",
    "Loan_ID": "LP002588",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4625.0,
    "CoapplicantIncome": 2857.0,
    "LoanAmount": 111.0,
    "Loan_Amount_Term": 12.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 4625.0, The co-applicant income is 2857.0, The loan amount is 111.0, The loan amount term is 12.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 503,
    "label": "Not Approved",
    "Loan_ID": "LP002618",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4050.0,
    "CoapplicantIncome": 5302.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 4050.0, The co-applicant income is 5302.0, 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": 527,
    "label": "Approved",
    "Loan_ID": "LP002706",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "1",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 5285.0,
    "CoapplicantIncome": 1430.0,
    "LoanAmount": 161.0,
    "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 <= 547.500",
      "num__ApplicantIncome > 4961.500"
    ],
    "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 5285.0, The co-applicant income is 1430.0, The loan amount is 161.0, 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": 535,
    "label": "Approved",
    "Loan_ID": "LP002732",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2550.0,
    "CoapplicantIncome": 2042.0,
    "LoanAmount": 126.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 Not Graduate, The self-employment status is No, The applicant income is 2550.0, The co-applicant income is 2042.0, The loan amount is 126.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Rural, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 544,
    "label": "Approved",
    "Loan_ID": "LP002757",
    "Gender": "Female",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3017.0,
    "CoapplicantIncome": 663.0,
    "LoanAmount": 102.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 No, The applicant income is 3017.0, The co-applicant income is 663.0, The loan amount is 102.0, 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": 545,
    "label": "Approved",
    "Loan_ID": "LP002767",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2768.0,
    "CoapplicantIncome": 1950.0,
    "LoanAmount": 155.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Rural",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 2768.0, The co-applicant income is 1950.0, The loan amount is 155.0, 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": 557,
    "label": "Approved",
    "Loan_ID": "LP002795",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "3+",
    "Education": "Graduate",
    "Self_Employed": "Yes",
    "ApplicantIncome": 10139.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 260.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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 Yes, The applicant income is 10139.0, 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 Semiurban, The final_decision is Approved",
    "rationale": "only for testing"
  },
  {
    "id": 560,
    "label": "Approved",
    "Loan_ID": "LP002807",
    "Gender": "Male",
    "Married": "Yes",
    "Dependents": "2",
    "Education": "Not Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 3675.0,
    "CoapplicantIncome": 242.0,
    "LoanAmount": 108.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Semiurban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount <= 127.500"
    ],
    "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 3675.0, The co-applicant income is 242.0, The loan amount is 108.0, 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": 568,
    "label": "Not Approved",
    "Loan_ID": "LP002840",
    "Gender": "Female",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 2378.0,
    "CoapplicantIncome": 0.0,
    "LoanAmount": 9.0,
    "Loan_Amount_Term": 360.0,
    "Credit_History": 1.0,
    "Property_Area": "Urban",
    "prediction": "Approved",
    "final_decision": "Approved",
    "decision_path": [
      "num__Credit_History > 0.500",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount <= 61.000"
    ],
    "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 2378.0, The co-applicant income is 0.0, The loan amount is 9.0, 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": 581,
    "label": "Not Approved",
    "Loan_ID": "LP002893",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 1836.0,
    "CoapplicantIncome": 33837.0,
    "LoanAmount": 90.0,
    "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",
      "num__CoapplicantIncome > 9650.500"
    ],
    "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 1836.0, The co-applicant income is 33837.0, The loan amount is 90.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Not Approved",
    "rationale": "only for testing"
  },
  {
    "id": 588,
    "label": "Approved",
    "Loan_ID": "LP002925",
    "Gender": "Male",
    "Married": "No",
    "Dependents": "0",
    "Education": "Graduate",
    "Self_Employed": "No",
    "ApplicantIncome": 4750.0,
    "CoapplicantIncome": 0.0,
    "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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes <= 0.500",
      "num__LoanAmount > 61.000"
    ],
    "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 4750.0, The co-applicant income is 0.0, 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": 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",
      "num__CoapplicantIncome <= 9650.500",
      "cat__Married_Yes > 0.500",
      "num__LoanAmount > 127.500"
    ],
    "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"
  }
]