[ { "id": 5, "label": "Approved", "Loan_ID": "LP001011", "Gender": "Male", "Married": "Yes", "Dependents": "2", "Education": "Graduate", "Self_Employed": "Yes", "ApplicantIncome": 5417.0, "CoapplicantIncome": 4196.0, "LoanAmount": 267.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 > 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 5417.0, The co-applicant income is 4196.0, The loan amount is 267.0, 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": 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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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": 33, "label": "Approved", "Loan_ID": "LP001098", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3500.0, "CoapplicantIncome": 1667.0, "LoanAmount": 114.0, "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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome > 3469.000", "num__ApplicantIncome <= 5376.500" ], "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 3500.0, The co-applicant income is 1667.0, The loan amount is 114.0, 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": 61, "label": "Approved", "Loan_ID": "LP001206", "Gender": "Male", "Married": "Yes", "Dependents": "3+", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3029.0, "CoapplicantIncome": 0.0, "LoanAmount": 99.0, "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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome <= 2866.500" ], "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 3029.0, The co-applicant income is 0.0, The loan amount is 99.0, 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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 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": 99, "label": "Approved", "Loan_ID": "LP001343", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 1759.0, "CoapplicantIncome": 3541.0, "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", "cat__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 1759.0, The co-applicant income is 3541.0, 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": 100, "label": "Approved", "Loan_ID": "LP001345", "Gender": "Male", "Married": "Yes", "Dependents": "2", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 4288.0, "CoapplicantIncome": 3263.0, "LoanAmount": 133.0, "Loan_Amount_Term": 180.0, "Credit_History": 1.0, "Property_Area": "Urban", "prediction": "Not Approved", "final_decision": "Not Approved", "decision_path": [ "num__Credit_History > 0.500", "cat__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate <= 0.500", "num__ApplicantIncome > 4018.500" ], "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 4288.0, The co-applicant income is 3263.0, The loan amount is 133.0, The loan amount term is 180.0, The credit history value is 1.0, The property area is Urban, The final_decision is Not 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 > 159.000" ], "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": 112, "label": "Not Approved", "Loan_ID": "LP001391", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 3572.0, "CoapplicantIncome": 4114.0, "LoanAmount": 152.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 3572.0, The co-applicant income is 4114.0, The loan amount is 152.0, 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": 119, "label": "Approved", "Loan_ID": "LP001422", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 10408.0, "CoapplicantIncome": 0.0, "LoanAmount": 259.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount > 135.500" ], "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 10408.0, The co-applicant income is 0.0, The loan amount is 259.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved", "rationale": "only for testing" }, { "id": 122, "label": "Approved", "Loan_ID": "LP001431", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 2137.0, "CoapplicantIncome": 8980.0, "LoanAmount": 137.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 2137.0, The co-applicant income is 8980.0, The loan amount is 137.0, 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": 125, "label": "Approved", "Loan_ID": "LP001443", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3692.0, "CoapplicantIncome": 0.0, "LoanAmount": 93.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 3692.0, The co-applicant income is 0.0, The loan amount is 93.0, 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": 127, "label": "Approved", "Loan_ID": "LP001449", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3865.0, "CoapplicantIncome": 1640.0, "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", "cat__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 3865.0, The co-applicant income is 1640.0, 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": 133, "label": "Approved", "Loan_ID": "LP001482", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "Yes", "ApplicantIncome": 3459.0, "CoapplicantIncome": 0.0, "LoanAmount": 25.0, "Loan_Amount_Term": 120.0, "Credit_History": 1.0, "Property_Area": "Semiurban", "prediction": "Approved", "final_decision": "Approved", "decision_path": [ "num__Credit_History > 0.500", "cat__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome <= 2866.500" ], "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 3459.0, The co-applicant income is 0.0, The loan amount is 25.0, The loan amount term is 120.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved", "rationale": "only for testing" }, { "id": 134, "label": "Approved", "Loan_ID": "LP001487", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 4895.0, "CoapplicantIncome": 0.0, "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", "cat__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 4895.0, The co-applicant income is 0.0, 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": 136, "label": "Not Approved", "Loan_ID": "LP001489", "Gender": "Female", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 4583.0, "CoapplicantIncome": 0.0, "LoanAmount": 84.0, "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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome > 3469.000", "num__ApplicantIncome <= 5376.500" ], "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 84.0, 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": 137, "label": "Approved", "Loan_ID": "LP001491", "Gender": "Male", "Married": "Yes", "Dependents": "2", "Education": "Graduate", "Self_Employed": "Yes", "ApplicantIncome": 3316.0, "CoapplicantIncome": 3500.0, "LoanAmount": 88.0, "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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome > 2866.500" ], "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 3316.0, The co-applicant income is 3500.0, The loan amount is 88.0, 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": 145, "label": "Approved", "Loan_ID": "LP001514", "Gender": "Female", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 2330.0, "CoapplicantIncome": 4486.0, "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", "cat__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome > 2866.500" ], "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 2330.0, The co-applicant income is 4486.0, 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": 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": "Approved", "final_decision": "Approved", "decision_path": [ "num__Credit_History > 0.500", "cat__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount > 135.500" ], "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 Approved", "rationale": "only for testing" }, { "id": 161, "label": "Not Approved", "Loan_ID": "LP001562", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 7933.0, "CoapplicantIncome": 0.0, "LoanAmount": 275.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 7933.0, The co-applicant income is 0.0, The loan amount is 275.0, 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": 162, "label": "Not Approved", "Loan_ID": "LP001565", "Gender": "Male", "Married": "Yes", "Dependents": "1", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3089.0, "CoapplicantIncome": 1280.0, "LoanAmount": 121.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 3089.0, The co-applicant income is 1280.0, The loan amount is 121.0, 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": 170, "label": "Approved", "Loan_ID": "LP001581", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 1820.0, "CoapplicantIncome": 1769.0, "LoanAmount": 95.0, "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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome <= 2866.500" ], "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 1820.0, The co-applicant income is 1769.0, The loan amount is 95.0, 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": 184, "label": "Approved", "Loan_ID": "LP001639", "Gender": "Female", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3625.0, "CoapplicantIncome": 0.0, "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", "cat__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome > 3469.000", "num__ApplicantIncome <= 5376.500" ], "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 3625.0, The co-applicant income is 0.0, 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": 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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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": 190, "label": "Approved", "Loan_ID": "LP001653", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 4885.0, "CoapplicantIncome": 0.0, "LoanAmount": 48.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 4885.0, The co-applicant income is 0.0, The loan amount is 48.0, 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": 191, "label": "Not Approved", "Loan_ID": "LP001656", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 12000.0, "CoapplicantIncome": 0.0, "LoanAmount": 164.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount > 135.500" ], "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 12000.0, The co-applicant income is 0.0, The loan amount is 164.0, 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": 210, "label": "Not Approved", "Loan_ID": "LP001708", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 10000.0, "CoapplicantIncome": 0.0, "LoanAmount": 214.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount > 135.500" ], "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 0.0, The loan amount is 214.0, 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": 214, "label": "Approved", "Loan_ID": "LP001716", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3173.0, "CoapplicantIncome": 3021.0, "LoanAmount": 137.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 3173.0, The co-applicant income is 3021.0, The loan amount is 137.0, 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": 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", "cat__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome > 3469.000", "num__ApplicantIncome <= 5376.500" ], "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": 232, "label": "Approved", "Loan_ID": "LP001770", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 3189.0, "CoapplicantIncome": 2598.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 3189.0, The co-applicant income is 2598.0, 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": 242, "label": "Approved", "Loan_ID": "LP001806", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 2965.0, "CoapplicantIncome": 5701.0, "LoanAmount": 155.0, "Loan_Amount_Term": 60.0, "Credit_History": 1.0, "Property_Area": "Urban", "prediction": "Approved", "final_decision": "Approved", "decision_path": [ "num__Credit_History > 0.500", "cat__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount > 135.500" ], "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 2965.0, The co-applicant income is 5701.0, The loan amount is 155.0, The loan amount term is 60.0, The credit history value is 1.0, The property area is Urban, The final_decision is Approved", "rationale": "only for testing" }, { "id": 251, "label": "Not Approved", "Loan_ID": "LP001836", "Gender": "Female", "Married": "No", "Dependents": "2", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3427.0, "CoapplicantIncome": 0.0, "LoanAmount": 138.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount > 135.500" ], "note": "The gender of the applicant is Female, The marital status of the applicant is No, The number of dependents is 2, The education level of the applicant is Graduate, The self-employment status is No, The applicant income is 3427.0, 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 Urban, The final_decision is Approved", "rationale": "only for testing" }, { "id": 273, "label": "Approved", "Loan_ID": "LP001894", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 2620.0, "CoapplicantIncome": 2223.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 2620.0, The co-applicant income is 2223.0, 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": 274, "label": "Approved", "Loan_ID": "LP001896", "Gender": "Male", "Married": "Yes", "Dependents": "2", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3900.0, "CoapplicantIncome": 0.0, "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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome > 3469.000", "num__ApplicantIncome <= 5376.500" ], "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 3900.0, The co-applicant income is 0.0, 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": 280, "label": "Not Approved", "Loan_ID": "LP001910", "Gender": "Male", "Married": "No", "Dependents": "1", "Education": "Not Graduate", "Self_Employed": "Yes", "ApplicantIncome": 4053.0, "CoapplicantIncome": 2426.0, "LoanAmount": 158.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 Yes, The applicant income is 4053.0, The co-applicant income is 2426.0, The loan amount is 158.0, 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": 300, "label": "Not Approved", "Loan_ID": "LP001964", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 1800.0, "CoapplicantIncome": 2934.0, "LoanAmount": 93.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 1800.0, The co-applicant income is 2934.0, The loan amount is 93.0, 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": 310, "label": "Approved", "Loan_ID": "LP002002", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 2917.0, "CoapplicantIncome": 0.0, "LoanAmount": 84.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 2917.0, The co-applicant income is 0.0, The loan amount is 84.0, 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": 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", "cat__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 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": 321, "label": "Approved", "Loan_ID": "LP002053", "Gender": "Male", "Married": "Yes", "Dependents": "3+", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 4342.0, "CoapplicantIncome": 189.0, "LoanAmount": 124.0, "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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount > 114.000" ], "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 4342.0, The co-applicant income is 189.0, The loan amount is 124.0, 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": 326, "label": "Approved", "Loan_ID": "LP002068", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 4917.0, "CoapplicantIncome": 0.0, "LoanAmount": 130.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 4917.0, The co-applicant income is 0.0, The loan amount is 130.0, 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": 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", "cat__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome > 3469.000", "num__ApplicantIncome <= 5376.500" ], "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": 338, "label": "Not Approved", "Loan_ID": "LP002113", "Gender": "Female", "Married": "No", "Dependents": "3+", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 1830.0, "CoapplicantIncome": 0.0, "LoanAmount": 128.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 Not Graduate, The self-employment status is No, The applicant income is 1830.0, 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 Urban, The final_decision is Not Approved", "rationale": "only for testing" }, { "id": 350, "label": "Approved", "Loan_ID": "LP002139", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 9083.0, "CoapplicantIncome": 0.0, "LoanAmount": 228.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 9083.0, The co-applicant income is 0.0, The loan amount is 228.0, 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": 368, "label": "Approved", "Loan_ID": "LP002190", "Gender": "Male", "Married": "Yes", "Dependents": "1", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 6325.0, "CoapplicantIncome": 0.0, "LoanAmount": 175.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 6325.0, The co-applicant income is 0.0, The loan amount is 175.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved", "rationale": "only for testing" }, { "id": 374, "label": "Approved", "Loan_ID": "LP002209", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 2764.0, "CoapplicantIncome": 1459.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 2764.0, The co-applicant income is 1459.0, 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": 377, "label": "Approved", "Loan_ID": "LP002223", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 4310.0, "CoapplicantIncome": 0.0, "LoanAmount": 130.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 4310.0, The co-applicant income is 0.0, The loan amount is 130.0, The loan amount term is 360.0, The credit history value is 1.0, The property area is Semiurban, The final_decision is Approved", "rationale": "only for testing" }, { "id": 380, "label": "Approved", "Loan_ID": "LP002226", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3333.0, "CoapplicantIncome": 2500.0, "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", "cat__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 3333.0, The co-applicant income is 2500.0, 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": 399, "label": "Not Approved", "Loan_ID": "LP002287", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 1500.0, "CoapplicantIncome": 1800.0, "LoanAmount": 103.0, "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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 1500.0, The co-applicant income is 1800.0, The loan amount is 103.0, 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": 407, "label": "Approved", "Loan_ID": "LP002314", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 2213.0, "CoapplicantIncome": 0.0, "LoanAmount": 66.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 Not Graduate, The self-employment status is No, The applicant income is 2213.0, The co-applicant income is 0.0, The loan amount is 66.0, 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": 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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome <= 2866.500" ], "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 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": 437, "label": "Approved", "Loan_ID": "LP002401", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 2213.0, "CoapplicantIncome": 1125.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 2213.0, The co-applicant income is 1125.0, 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": 440, "label": "Approved", "Loan_ID": "LP002408", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 3660.0, "CoapplicantIncome": 5064.0, "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", "cat__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount > 135.500" ], "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 3660.0, The co-applicant income is 5064.0, 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": 445, "label": "Approved", "Loan_ID": "LP002429", "Gender": "Male", "Married": "Yes", "Dependents": "1", "Education": "Graduate", "Self_Employed": "Yes", "ApplicantIncome": 3466.0, "CoapplicantIncome": 1210.0, "LoanAmount": 130.0, "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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 <= 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 Yes, The applicant income is 3466.0, The co-applicant income is 1210.0, 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 Approved", "rationale": "only for testing" }, { "id": 451, "label": "Approved", "Loan_ID": "LP002447", "Gender": "Male", "Married": "Yes", "Dependents": "2", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 1958.0, "CoapplicantIncome": 1456.0, "LoanAmount": 60.0, "Loan_Amount_Term": 300.0, "Credit_History": 1.0, "Property_Area": "Urban", "prediction": "Approved", "final_decision": "Approved", "decision_path": [ "num__Credit_History > 0.500", "cat__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome <= 2866.500" ], "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 1958.0, The co-applicant income is 1456.0, The loan amount is 60.0, The loan amount term is 300.0, The credit history value is 1.0, The property area is Urban, The final_decision is 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 <= 159.000", "num__Loan_Amount_Term > 240.000" ], "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 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": 490, "label": "Approved", "Loan_ID": "LP002560", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 2699.0, "CoapplicantIncome": 2785.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 2699.0, The co-applicant income is 2785.0, 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": 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__Married_No <= 0.500", "num__LoanAmount <= 127.500", "num__LoanAmount <= 114.000", "num__ApplicantIncome <= 3469.000", "num__CoapplicantIncome <= 2866.500" ], "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 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": 519, "label": "Not Approved", "Loan_ID": "LP002684", "Gender": "Female", "Married": "No", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "No", "ApplicantIncome": 3400.0, "CoapplicantIncome": 0.0, "LoanAmount": 95.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 Not Graduate, The self-employment status is No, The applicant income is 3400.0, The co-applicant income is 0.0, The loan amount is 95.0, 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": 563, "label": "Approved", "Loan_ID": "LP002821", "Gender": "Male", "Married": "No", "Dependents": "0", "Education": "Not Graduate", "Self_Employed": "Yes", "ApplicantIncome": 5800.0, "CoapplicantIncome": 0.0, "LoanAmount": 132.0, "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__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 Yes, The applicant income is 5800.0, The co-applicant income is 0.0, The loan amount is 132.0, 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": 571, "label": "Not Approved", "Loan_ID": "LP002847", "Gender": "Male", "Married": "Yes", "Dependents": "0", "Education": "Graduate", "Self_Employed": "No", "ApplicantIncome": 5116.0, "CoapplicantIncome": 1451.0, "LoanAmount": 165.0, "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 > 159.000" ], "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 5116.0, The co-applicant income is 1451.0, The loan amount is 165.0, 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": 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": "Approved", "final_decision": "Approved", "decision_path": [ "num__Credit_History > 0.500", "cat__Married_No > 0.500", "num__Loan_Amount_Term <= 420.000", "num__LoanAmount <= 303.500", "cat__Dependents_1 <= 0.500", "num__LoanAmount <= 135.500" ], "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 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__Married_No <= 0.500", "num__LoanAmount > 127.500", "cat__Gender_Male > 0.500", "cat__Education_Graduate > 0.500", "cat__Dependents_2 > 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 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" } ]