Creditg/seed_50/val.json

[
  {
    "id": 0,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 6.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 1169.0,
      "savings_status": "no known savings",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 67.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 6. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 1169. The Savings account/bonds is unknown/ no savings account. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 67. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 6,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 2835.0,
      "savings_status": "500<=X<1000",
      "employment": ">=7",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "life insurance",
      "age": 53.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 2835. The Savings account/bonds is 500 <= ... < 1000 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is building society savings agreement/ life insurance. The Age in years is 53. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 25,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 6.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 1374.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 36.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 6. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 1374. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 36. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 29,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 60.0,
      "credit_history": "delayed previously",
      "purpose": "business",
      "credit_amount": 6836.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 63.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration > 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 60. The Credit history is delay in paying off in the past. The Purpose is business. The Credit amount is 6836. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 63. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 36,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 48.0,
      "credit_history": "critical/other existing credit",
      "purpose": "education",
      "credit_amount": 6110.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "no known property",
      "age": 31.0,
      "other_payment_plans": "bank",
      "housing": "for free",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' <= 0.500",
      "num__age <= 44.500",
      "cat__purpose_b'radio/tv' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 48. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is education. The Credit amount is 6110. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is unknown / no property. The Age in years is 31. The Other installment plans is bank. The Housing is for free. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 38,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": ">=200",
      "duration": 10.0,
      "credit_history": "existing paid",
      "purpose": "domestic appliance",
      "credit_amount": 1225.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 37.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' > 0.500"
    ],
    "note": "The Status of existing checking account is >= 200 DM. The Duration in month is 10. The Credit history is existing credits paid back duly till now. The Purpose is domestic appliances. The Credit amount is 1225. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 37. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 41,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 1158.0,
      "savings_status": "500<=X<1000",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "male div/sep",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "car",
      "age": 26.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' > 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 1158. The Savings account/bonds is 500 <= ... < 1000 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : divorced/separated. The Other debtors / guarantors is none. The Present residence since is 1. The Property is car or other, not in attribute 6. The Age in years is 26. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 48,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 11.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 7228.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "life insurance",
      "age": 39.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 11. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 7228. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is building society savings agreement/ life insurance. The Age in years is 39. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 59,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 36.0,
      "credit_history": "critical/other existing credit",
      "purpose": "furniture/equipment",
      "credit_amount": 6229.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "co applicant",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 23.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 36. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is furniture/equipment. The Credit amount is 6229. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is co-applicant. The Present residence since is 4. The Property is unknown / no property. The Age in years is 23. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 60,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 9.0,
      "credit_history": "existing paid",
      "purpose": "business",
      "credit_amount": 1391.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male mar/wid",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "real estate",
      "age": 27.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 9. The Credit history is existing credits paid back duly till now. The Purpose is business. The Credit amount is 1391. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is none. The Present residence since is 1. The Property is real estate. The Age in years is 27. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 75,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "critical/other existing credit",
      "purpose": "used car",
      "credit_amount": 1526.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 66.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (used). The Credit amount is 1526. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 66. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 83,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "other",
      "credit_amount": 1755.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "guarantor",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 58.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is others. The Credit amount is 1755. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is guarantor. The Present residence since is 4. The Property is real estate. The Age in years is 58. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 91,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "critical/other existing credit",
      "purpose": "used car",
      "credit_amount": 1409.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "real estate",
      "age": 54.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (used). The Credit amount is 1409. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is real estate. The Age in years is 54. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 105,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "other",
      "credit_amount": 11938.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "co applicant",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 39.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is others. The Credit amount is 11938. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is co-applicant. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 39. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 106,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 18.0,
      "credit_history": "all paid",
      "purpose": "new car",
      "credit_amount": 6458.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 39.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' <= 0.500",
      "num__age <= 44.500",
      "cat__purpose_b'radio/tv' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 18. The Credit history is all credits at this bank paid back duly. The Purpose is car (new). The Credit amount is 6458. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 39. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 122,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 1768.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 24.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 1768. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 24. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 125,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 2121.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 30.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 2121. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 30. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 141,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 36.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 4795.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "no known property",
      "age": 30.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 36. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 4795. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 1. The Property is unknown / no property. The Age in years is 30. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 143,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 18.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 2462.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 22.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 18. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 2462. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 22. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 154,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 24.0,
      "credit_history": "delayed previously",
      "purpose": "business",
      "credit_amount": 6967.0,
      "savings_status": "100<=X<500",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 36.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 24. The Credit history is delay in paying off in the past. The Purpose is business. The Credit amount is 6967. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 36. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 167,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 11.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 1577.0,
      "savings_status": ">=1000",
      "employment": "<1",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "real estate",
      "age": 20.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 11. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 1577. The Savings account/bonds is ... >= 1000 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 1. The Property is real estate. The Age in years is 20. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 169,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "business",
      "credit_amount": 1935.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male div/sep",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 31.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is business. The Credit amount is 1935. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : divorced/separated. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 31. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 176,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 2577.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male div/sep",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "car",
      "age": 42.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 2577. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : divorced/separated. The Other debtors / guarantors is none. The Present residence since is 1. The Property is car or other, not in attribute 6. The Age in years is 42. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 199,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 18.0,
      "credit_history": "delayed previously",
      "purpose": "furniture/equipment",
      "credit_amount": 4297.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male div/sep",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "no known property",
      "age": 40.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 18. The Credit history is delay in paying off in the past. The Purpose is furniture/equipment. The Credit amount is 4297. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : divorced/separated. The Other debtors / guarantors is none. The Present residence since is 3. The Property is unknown / no property. The Age in years is 40. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 205,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 30.0,
      "credit_history": "critical/other existing credit",
      "purpose": "used car",
      "credit_amount": 10623.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 38.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 3.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 30. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (used). The Credit amount is 10623. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 38. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 3. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 210,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 9.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 3074.0,
      "savings_status": "no known savings",
      "employment": "1<=X<4",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 33.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 2.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 9. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 3074. The Savings account/bonds is unknown/ no savings account. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 33. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 2.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 215,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 6.0,
      "credit_history": "critical/other existing credit",
      "purpose": "retraining",
      "credit_amount": 932.0,
      "savings_status": "no known savings",
      "employment": "4<=X<7",
      "installment_commitment": 1.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "life insurance",
      "age": 39.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 6. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is retraining. The Credit amount is 932. The Savings account/bonds is unknown/ no savings account. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 1. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 3. The Property is building society savings agreement/ life insurance. The Age in years is 39. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 216,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 18.0,
      "credit_history": "no credits/all paid",
      "purpose": "business",
      "credit_amount": 3104.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "life insurance",
      "age": 31.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' > 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 18. The Credit history is no credits taken/ all credits paid back duly. The Purpose is business. The Credit amount is 3104. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 1. The Property is building society savings agreement/ life insurance. The Age in years is 31. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 223,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "delayed previously",
      "purpose": "business",
      "credit_amount": 2978.0,
      "savings_status": "no known savings",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 32.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is delay in paying off in the past. The Purpose is business. The Credit amount is 2978. The Savings account/bonds is unknown/ no savings account. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 32. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 224,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 15.0,
      "credit_history": "existing paid",
      "purpose": "used car",
      "credit_amount": 4657.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 30.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 15. The Credit history is existing credits paid back duly till now. The Purpose is car (used). The Credit amount is 4657. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 30. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 236,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 6.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 14555.0,
      "savings_status": "no known savings",
      "employment": "unemployed",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 23.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unemp/unskilled non res",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 6. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 14555. The Savings account/bonds is unknown/ no savings account. The Present employment since is unemployed. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 23. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unemployed/ unskilled - non-resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 240,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 915.0,
      "savings_status": "no known savings",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 29.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' > 0.500",
      "cat__checking_status_b'<0' > 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 915. The Savings account/bonds is unknown/ no savings account. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 29. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 258,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 15.0,
      "credit_history": "existing paid",
      "purpose": "used car",
      "credit_amount": 3812.0,
      "savings_status": "100<=X<500",
      "employment": "<1",
      "installment_commitment": 1.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 23.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 15. The Credit history is existing credits paid back duly till now. The Purpose is car (used). The Credit amount is 3812. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 1. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 23. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 298,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 18.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 2515.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 43.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 18. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 2515. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 43. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 302,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": ">=200",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 1344.0,
      "savings_status": "no known savings",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 37.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 2.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' > 0.500",
      "cat__checking_status_b'<0' <= 0.500"
    ],
    "note": "The Status of existing checking account is >= 200 DM. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 1344. The Savings account/bonds is unknown/ no savings account. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 37. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 2.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 316,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 708.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "guarantor",
      "residence_since": 3.0,
      "property_magnitude": "life insurance",
      "age": 38.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 2.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 708. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is guarantor. The Present residence since is 3. The Property is building society savings agreement/ life insurance. The Age in years is 38. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 2.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 322,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "used car",
      "credit_amount": 2910.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "no known property",
      "age": 34.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is car (used). The Credit amount is 2910. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 1. The Property is unknown / no property. The Age in years is 34. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 345,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 15.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 1459.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 43.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 15. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 1459. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 43. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 353,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "no credits/all paid",
      "purpose": "radio/tv",
      "credit_amount": 6199.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 28.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is no credits taken/ all credits paid back duly. The Purpose is radio/television. The Credit amount is 6199. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 28. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 374,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 60.0,
      "credit_history": "all paid",
      "purpose": "other",
      "credit_amount": 14782.0,
      "savings_status": "100<=X<500",
      "employment": ">=7",
      "installment_commitment": 3.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 60.0,
      "other_payment_plans": "bank",
      "housing": "for free",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration > 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 60. The Credit history is all credits at this bank paid back duly. The Purpose is others. The Credit amount is 14782. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 60. The Other installment plans is bank. The Housing is for free. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 382,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 22.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 1283.0,
      "savings_status": "no known savings",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "life insurance",
      "age": 25.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 22. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 1283. The Savings account/bonds is unknown/ no savings account. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is building society savings agreement/ life insurance. The Age in years is 25. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 384,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 30.0,
      "credit_history": "delayed previously",
      "purpose": "business",
      "credit_amount": 4272.0,
      "savings_status": "100<=X<500",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 26.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 30. The Credit history is delay in paying off in the past. The Purpose is business. The Credit amount is 4272. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 26. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 396,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 2578.0,
      "savings_status": "<100",
      "employment": "unemployed",
      "installment_commitment": 3.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 55.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 2578. The Savings account/bonds is ... < 100 DM. The Present employment since is unemployed. The Installment rate in percentage of disposable income is 3. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 55. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 409,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": ">=200",
      "duration": 12.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 939.0,
      "savings_status": "500<=X<1000",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "male mar/wid",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 28.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 3.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is >= 200 DM. The Duration in month is 12. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 939. The Savings account/bonds is 500 <= ... < 1000 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 28. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 3. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 425,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 18.0,
      "credit_history": "existing paid",
      "purpose": "used car",
      "credit_amount": 2779.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 1.0,
      "personal_status": "male mar/wid",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 21.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 18. The Credit history is existing credits paid back duly till now. The Purpose is car (used). The Credit amount is 2779. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 21. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 428,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 9.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 1313.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 20.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 9. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 1313. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 20. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 468,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 33.0,
      "credit_history": "delayed previously",
      "purpose": "business",
      "credit_amount": 2764.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 26.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 33. The Credit history is delay in paying off in the past. The Purpose is business. The Credit amount is 2764. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 26. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 469,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "delayed previously",
      "purpose": "used car",
      "credit_amount": 4679.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 35.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is delay in paying off in the past. The Purpose is car (used). The Credit amount is 4679. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 35. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 473,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 6.0,
      "credit_history": "existing paid",
      "purpose": "retraining",
      "credit_amount": 1238.0,
      "savings_status": "no known savings",
      "employment": "unemployed",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "life insurance",
      "age": 36.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 6. The Credit history is existing credits paid back duly till now. The Purpose is retraining. The Credit amount is 1238. The Savings account/bonds is unknown/ no savings account. The Present employment since is unemployed. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is building society savings agreement/ life insurance. The Age in years is 36. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 491,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 27.0,
      "credit_history": "no credits/all paid",
      "purpose": "business",
      "credit_amount": 8318.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 2.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 42.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 27. The Credit history is no credits taken/ all credits paid back duly. The Purpose is business. The Credit amount is 8318. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 42. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 508,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 1413.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male mar/wid",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 28.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age <= 30.500",
      "num__duration <= 33.000"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 1413. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 28. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 510,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 759.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 26.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 759. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 26. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 513,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 12.0,
      "credit_history": "delayed previously",
      "purpose": "radio/tv",
      "credit_amount": 585.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male mar/wid",
      "other_parties": "co applicant",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 20.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 12. The Credit history is delay in paying off in the past. The Purpose is radio/television. The Credit amount is 585. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is co-applicant. The Present residence since is 4. The Property is real estate. The Age in years is 20. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 526,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 15.0,
      "credit_history": "critical/other existing credit",
      "purpose": "education",
      "credit_amount": 1532.0,
      "savings_status": "100<=X<500",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 31.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 15. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is education. The Credit amount is 1532. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 31. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 536,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 6.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 1374.0,
      "savings_status": "no known savings",
      "employment": "unemployed",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "life insurance",
      "age": 75.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 6. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 1374. The Savings account/bonds is unknown/ no savings account. The Present employment since is unemployed. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 3. The Property is building society savings agreement/ life insurance. The Age in years is 75. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 546,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 2022.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 37.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 2022. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 37. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 565,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 24.0,
      "credit_history": "delayed previously",
      "purpose": "radio/tv",
      "credit_amount": 1553.0,
      "savings_status": "100<=X<500",
      "employment": "4<=X<7",
      "installment_commitment": 3.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 23.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 24. The Credit history is delay in paying off in the past. The Purpose is radio/television. The Credit amount is 1553. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 23. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 567,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 2578.0,
      "savings_status": ">=1000",
      "employment": ">=7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 34.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 2578. The Savings account/bonds is ... >= 1000 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 34. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 571,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 30.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 5954.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "co applicant",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 38.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 30. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 5954. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is co-applicant. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 38. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 581,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 12.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 3124.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "real estate",
      "age": 49.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 2.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 12. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 3124. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is real estate. The Age in years is 49. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 2.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 590,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 385.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "real estate",
      "age": 58.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 4.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 385. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 3. The Property is real estate. The Age in years is 58. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 4. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 606,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "business",
      "credit_amount": 4526.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 74.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is business. The Credit amount is 4526. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 74. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 608,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 18.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 2051.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "real estate",
      "age": 33.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 18. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 2051. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 1. The Property is real estate. The Age in years is 33. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 618,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 30.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 3441.0,
      "savings_status": "100<=X<500",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "co applicant",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 21.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 30. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 3441. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is co-applicant. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 21. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 627,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 9.0,
      "credit_history": "all paid",
      "purpose": "new car",
      "credit_amount": 1437.0,
      "savings_status": "100<=X<500",
      "employment": "4<=X<7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "no known property",
      "age": 29.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' > 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 9. The Credit history is all credits at this bank paid back duly. The Purpose is car (new). The Credit amount is 1437. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is unknown / no property. The Age in years is 29. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 628,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 42.0,
      "credit_history": "critical/other existing credit",
      "purpose": "furniture/equipment",
      "credit_amount": 4042.0,
      "savings_status": "500<=X<1000",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 36.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 42. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is furniture/equipment. The Credit amount is 4042. The Savings account/bonds is 500 <= ... < 1000 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 36. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 634,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 1355.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 3.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 25.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 1355. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 3. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 25. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 638,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 1493.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 34.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 2.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 1493. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 34. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 2.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 650,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 48.0,
      "credit_history": "existing paid",
      "purpose": "education",
      "credit_amount": 7476.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "no known property",
      "age": 50.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration > 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 48. The Credit history is existing credits paid back duly till now. The Purpose is education. The Credit amount is 7476. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 1. The Property is unknown / no property. The Age in years is 50. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 651,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 1922.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 37.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 1922. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 37. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 654,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "used car",
      "credit_amount": 2346.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 35.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (used). The Credit amount is 2346. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 35. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 659,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 18.0,
      "credit_history": "critical/other existing credit",
      "purpose": "furniture/equipment",
      "credit_amount": 6361.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "no known property",
      "age": 41.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 18. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is furniture/equipment. The Credit amount is 6361. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 1. The Property is unknown / no property. The Age in years is 41. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 687,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 36.0,
      "credit_history": "delayed previously",
      "purpose": "new car",
      "credit_amount": 2862.0,
      "savings_status": "100<=X<500",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "no known property",
      "age": 30.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 36. The Credit history is delay in paying off in the past. The Purpose is car (new). The Credit amount is 2862. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is unknown / no property. The Age in years is 30. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 693,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 6.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 4716.0,
      "savings_status": "no known savings",
      "employment": "<1",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "real estate",
      "age": 44.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 2.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 6. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 4716. The Savings account/bonds is unknown/ no savings account. The Present employment since is <1. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is real estate. The Age in years is 44. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 2.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 717,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 18.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 1505.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "no known property",
      "age": 32.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 1.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 18. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 1505. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is unknown / no property. The Age in years is 32. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 1. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 720,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": ">=200",
      "duration": 9.0,
      "credit_history": "no credits/all paid",
      "purpose": "radio/tv",
      "credit_amount": 1337.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "car",
      "age": 34.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is >= 200 DM. The Duration in month is 9. The Credit history is no credits taken/ all credits paid back duly. The Purpose is radio/television. The Credit amount is 1337. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is car or other, not in attribute 6. The Age in years is 34. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 738,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 6.0,
      "credit_history": "critical/other existing credit",
      "purpose": "new car",
      "credit_amount": 6761.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 1.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "no known property",
      "age": 45.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 6. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is car (new). The Credit amount is 6761. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is unknown / no property. The Age in years is 45. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 740,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 24.0,
      "credit_history": "all paid",
      "purpose": "new car",
      "credit_amount": 2325.0,
      "savings_status": "100<=X<500",
      "employment": "4<=X<7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 32.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 24. The Credit history is all credits at this bank paid back duly. The Purpose is car (new). The Credit amount is 2325. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 32. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 741,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 10.0,
      "credit_history": "all paid",
      "purpose": "radio/tv",
      "credit_amount": 1048.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 23.0,
      "other_payment_plans": "stores",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 10. The Credit history is all credits at this bank paid back duly. The Purpose is radio/television. The Credit amount is 1048. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 23. The Other installment plans is stores. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 757,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": ">=200",
      "duration": 15.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 1271.0,
      "savings_status": "no known savings",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 39.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is >= 200 DM. The Duration in month is 15. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 1271. The Savings account/bonds is unknown/ no savings account. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 39. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 771,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 36.0,
      "credit_history": "critical/other existing credit",
      "purpose": "education",
      "credit_amount": 8065.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "no known property",
      "age": 25.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "high qualif/self emp/mgmt",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 36. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is education. The Credit amount is 8065. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 2. The Property is unknown / no property. The Age in years is 25. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is management/ self-employed/ highly qualified employee/ officer. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 780,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 39.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 4933.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "guarantor",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 25.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 39. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 4933. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is guarantor. The Present residence since is 2. The Property is real estate. The Age in years is 25. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 789,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 40.0,
      "credit_history": "critical/other existing credit",
      "purpose": "education",
      "credit_amount": 5998.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "no known property",
      "age": 27.0,
      "other_payment_plans": "bank",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 40. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is education. The Credit amount is 5998. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is unknown / no property. The Age in years is 27. The Other installment plans is bank. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 798,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "delayed previously",
      "purpose": "new car",
      "credit_amount": 717.0,
      "savings_status": "no known savings",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male mar/wid",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 54.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is delay in paying off in the past. The Purpose is car (new). The Credit amount is 717. The Savings account/bonds is unknown/ no savings account. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is none. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 54. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 800,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "critical/other existing credit",
      "purpose": "education",
      "credit_amount": 1597.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 54.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 2.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' > 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is education. The Credit amount is 1597. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 54. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 2.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 805,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 36.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 9271.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "car",
      "age": 24.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 36. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 9271. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 1. The Property is car or other, not in attribute 6. The Age in years is 24. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 816,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 6.0,
      "credit_history": "existing paid",
      "purpose": "domestic appliance",
      "credit_amount": 1338.0,
      "savings_status": "500<=X<1000",
      "employment": "1<=X<4",
      "installment_commitment": 1.0,
      "personal_status": "male div/sep",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 62.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 6. The Credit history is existing credits paid back duly till now. The Purpose is domestic appliances. The Credit amount is 1338. The Savings account/bonds is 500 <= ... < 1000 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 1. The Personal status and sex is male : divorced/separated. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 62. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 841,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 21.0,
      "credit_history": "delayed previously",
      "purpose": "used car",
      "credit_amount": 2993.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "real estate",
      "age": 28.0,
      "other_payment_plans": "stores",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' <= 0.500",
      "num__age <= 44.500",
      "cat__purpose_b'radio/tv' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 21. The Credit history is delay in paying off in the past. The Purpose is car (used). The Credit amount is 2993. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is real estate. The Age in years is 28. The Other installment plans is stores. The Housing is own. The Number of existing credits at this bank is 2. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 845,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 21.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 3976.0,
      "savings_status": "no known savings",
      "employment": "4<=X<7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 35.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' > 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 21. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 3976. The Savings account/bonds is unknown/ no savings account. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 35. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 858,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 15.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 3959.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 29.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 15. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 3959. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 29. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 869,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "<0",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "furniture/equipment",
      "credit_amount": 652.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 4.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "life insurance",
      "age": 24.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is furniture/equipment. The Credit amount is 652. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 4. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is building society savings agreement/ life insurance. The Age in years is 24. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 914,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 24.0,
      "credit_history": "all paid",
      "purpose": "business",
      "credit_amount": 3161.0,
      "savings_status": "<100",
      "employment": "1<=X<4",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 31.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 24. The Credit history is all credits at this bank paid back duly. The Purpose is business. The Credit amount is 3161. The Savings account/bonds is ... < 100 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 31. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 923,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 12.0,
      "credit_history": "existing paid",
      "purpose": "new car",
      "credit_amount": 2002.0,
      "savings_status": "<100",
      "employment": "4<=X<7",
      "installment_commitment": 3.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "life insurance",
      "age": 30.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount > 1285.000",
      "cat__employment_b'4<=X<7' > 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 12. The Credit history is existing credits paid back duly till now. The Purpose is car (new). The Credit amount is 2002. The Savings account/bonds is ... < 100 DM. The Present employment since is 4<=X<7. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is building society savings agreement/ life insurance. The Age in years is 30. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 946,
    "label": "bad",
    "prediction": "bad",
    "features": {
      "checking_status": "<0",
      "duration": 24.0,
      "credit_history": "all paid",
      "purpose": "furniture/equipment",
      "credit_amount": 3349.0,
      "savings_status": "500<=X<1000",
      "employment": "<1",
      "installment_commitment": 4.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "no known property",
      "age": 30.0,
      "other_payment_plans": "none",
      "housing": "for free",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 2.0,
      "own_telephone": "yes",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is < 0 DM. The Duration in month is 24. The Credit history is all credits at this bank paid back duly. The Purpose is furniture/equipment. The Credit amount is 3349. The Savings account/bonds is 500 <= ... < 1000 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 4. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is unknown / no property. The Age in years is 30. The Other installment plans is none. The Housing is for free. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 2.0. The Telephone is yes, registered under the customers name. The foreign worker is yes."
  },
  {
    "id": 949,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 3621.0,
      "savings_status": "100<=X<500",
      "employment": ">=7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "car",
      "age": 31.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 2.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 3621. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is car or other, not in attribute 6. The Age in years is 31. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 2. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 957,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 9.0,
      "credit_history": "critical/other existing credit",
      "purpose": "radio/tv",
      "credit_amount": 1154.0,
      "savings_status": "<100",
      "employment": ">=7",
      "installment_commitment": 2.0,
      "personal_status": "male single",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 37.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 3.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 9. The Credit history is critical account/ other credits existing (not at this bank). The Purpose is radio/television. The Credit amount is 1154. The Savings account/bonds is ... < 100 DM. The Present employment since is >=7. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : single. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 37. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 3. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 964,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 6.0,
      "credit_history": "existing paid",
      "purpose": "repairs",
      "credit_amount": 454.0,
      "savings_status": "<100",
      "employment": "<1",
      "installment_commitment": 3.0,
      "personal_status": "male mar/wid",
      "other_parties": "none",
      "residence_since": 1.0,
      "property_magnitude": "life insurance",
      "age": 22.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 6. The Credit history is existing credits paid back duly till now. The Purpose is repairs. The Credit amount is 454. The Savings account/bonds is ... < 100 DM. The Present employment since is <1. The Installment rate in percentage of disposable income is 3. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is none. The Present residence since is 1. The Property is building society savings agreement/ life insurance. The Age in years is 22. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 975,
    "label": "good",
    "prediction": "bad",
    "features": {
      "checking_status": ">=200",
      "duration": 24.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 1258.0,
      "savings_status": "500<=X<1000",
      "employment": "1<=X<4",
      "installment_commitment": 3.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 3.0,
      "property_magnitude": "car",
      "age": 57.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "unskilled resident",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration > 22.500",
      "cat__savings_status_b'no known savings' <= 0.500",
      "num__duration <= 47.500"
    ],
    "note": "The Status of existing checking account is >= 200 DM. The Duration in month is 24. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 1258. The Savings account/bonds is 500 <= ... < 1000 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 3. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 3. The Property is car or other, not in attribute 6. The Age in years is 57. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is unskilled - resident. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 979,
    "label": "bad",
    "prediction": "good",
    "features": {
      "checking_status": "0<=X<200",
      "duration": 15.0,
      "credit_history": "all paid",
      "purpose": "new car",
      "credit_amount": 1264.0,
      "savings_status": "100<=X<500",
      "employment": "1<=X<4",
      "installment_commitment": 2.0,
      "personal_status": "male mar/wid",
      "other_parties": "none",
      "residence_since": 2.0,
      "property_magnitude": "life insurance",
      "age": 25.0,
      "other_payment_plans": "none",
      "housing": "rent",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' <= 0.500",
      "num__duration <= 22.500",
      "num__credit_amount <= 1285.000",
      "cat__property_magnitude_b'car' <= 0.500"
    ],
    "note": "The Status of existing checking account is 0 <= ... < 200 DM. The Duration in month is 15. The Credit history is all credits at this bank paid back duly. The Purpose is car (new). The Credit amount is 1264. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is 1<=X<4. The Installment rate in percentage of disposable income is 2. The Personal status and sex is male : married/widowed. The Other debtors / guarantors is none. The Present residence since is 2. The Property is building society savings agreement/ life insurance. The Age in years is 25. The Other installment plans is none. The Housing is rent. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  },
  {
    "id": 987,
    "label": "good",
    "prediction": "good",
    "features": {
      "checking_status": "no checking",
      "duration": 13.0,
      "credit_history": "existing paid",
      "purpose": "radio/tv",
      "credit_amount": 1409.0,
      "savings_status": "100<=X<500",
      "employment": "unemployed",
      "installment_commitment": 2.0,
      "personal_status": "female div/dep/mar",
      "other_parties": "none",
      "residence_since": 4.0,
      "property_magnitude": "real estate",
      "age": 64.0,
      "other_payment_plans": "none",
      "housing": "own",
      "existing_credits": 1.0,
      "job": "skilled",
      "num_dependents": 1.0,
      "own_telephone": "none",
      "foreign_worker": "yes"
    },
    "decision_path": [
      "cat__checking_status_b'no checking' > 0.500",
      "cat__other_payment_plans_b'none' > 0.500",
      "num__age > 30.500",
      "cat__credit_history_b'critical/other existing credit' <= 0.500"
    ],
    "note": "The Status of existing checking account is no checking account. The Duration in month is 13. The Credit history is existing credits paid back duly till now. The Purpose is radio/television. The Credit amount is 1409. The Savings account/bonds is 100 <= ... < 500 DM. The Present employment since is unemployed. The Installment rate in percentage of disposable income is 2. The Personal status and sex is female : divorced/separated/married. The Other debtors / guarantors is none. The Present residence since is 4. The Property is real estate. The Age in years is 64. The Other installment plans is none. The Housing is own. The Number of existing credits at this bank is 1. The Job is skilled employee / official. The Number of people being liable to provide maintenance for is 1.0. The Telephone is none. The foreign worker is yes."
  }
]