{"rules": "
Data distribution:\n no: 88.30% (39922 instances)\n yes: 11.70% (5289 instances)\n\n\nPredicted distribution:\n no: 91.10% (41187 instances)\n yes: 8.90% (4024 instances)\n\n\nField importance:\n 1. duration: 30.82%\n 2. month: 24.44%\n 3. poutcome: 10.85%\n 4. contact: 9.88%\n 5. housing: 5.86%\n 6. age: 3.81%\n 7. pdays: 3.72%\n 8. day: 3.10%\n 9. campaign: 2.72%\n 10. balance: 1.31%\n 11. previous: 0.81%\n 12. marital: 0.80%\n 13. education: 0.71%\n 14. loan: 0.60%\n 15. job: 0.57%\n\n\nRules summary:\n\n\nno: (data 88.30% / prediction 91.10%) \n \u00b7 15.74%: duration <= 385 and poutcome != success and contact = unknown and month = may and previous <= 0 [Confidence: 99.86%; impurity: 0.00%]\n\n \u00b7 10.36%: 76 < duration <= 128 and poutcome != success and contact != unknown and month != mar or oct or feb or jun or apr or sep and age > 29 and day > 3 [Confidence: 99.45%; impurity: 0.00%]\n\n \u00b7 9.12%: duration <= 385 and poutcome != success and contact = unknown and month = jun and previous <= 0 [Confidence: 99.51%; impurity: 0.00%]\n\n \u00b7 8.02%: duration <= 62 and poutcome != success and contact != unknown [Confidence: 99.69%; impurity: 0.00%]\n\n \u00b7 4.33%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or feb or aug or apr and pdays <= 376 and 36 < age <= 60 [Confidence: 98.97%; impurity: 0.01%]\n\n \u00b7 3.56%: 62 < duration <= 76 and poutcome != success and contact != unknown [Confidence: 98.57%; impurity: 0.01%]\n\n \u00b7 3.30%: 128 < duration <= 278 and poutcome != success and contact != unknown and housing = no and month = aug and campaign > 1 and 29 < age <= 60 and pdays <= 40 [Confidence: 98.47%; impurity: 0.01%]\n\n \u00b7 3.22%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or feb or aug or apr and pdays <= 376 and age <= 36 and 3 < day <= 21 [Confidence: 98.05%; impurity: 0.01%]\n\n \u00b7 1.80%: 385 < duration <= 477 and poutcome != success and contact = unknown and month != feb [Confidence: 95.55%; impurity: 0.03%]\n\n \u00b7 1.59%: 260 < duration <= 306 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec or feb or jan and pdays <= 376 and education != primary and 4 < day <= 25 and age <= 61 and balance <= 6875 [Confidence: 95.87%; impurity: 0.03%]\n\n \u00b7 1.50%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month = apr and pdays <= 376 and age <= 60 [Confidence: 94.66%; impurity: 0.03%]\n\n \u00b7 1.48%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = nov and day > 16 [Confidence: 95.17%; impurity: 0.03%]\n\n \u00b7 1.46%: 128 < duration <= 294 and poutcome != success and contact != unknown and housing = no and month = jul and previous <= 0 and day > 6 and loan = no and job != student [Confidence: 96.96%; impurity: 0.02%]\n\n \u00b7 1.36%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = jul and previous <= 0 and day > 6 and loan = yes [Confidence: 98.71%; impurity: 0.00%]\n\n \u00b7 1.09%: 128 < duration <= 196 and poutcome != success and contact != unknown and housing = no and month != aug or jul or nov or jan or feb or may or mar and campaign <= 5 [Confidence: 63.09%; impurity: 0.22%]\n\n \u00b7 1.08%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month != jun or sep and campaign <= 1 [Confidence: 78.71%; impurity: 0.14%]\n\n \u00b7 1.04%: 477 < duration <= 639 and poutcome != success and contact = unknown and month = may [Confidence: 87.26%; impurity: 0.09%]\n\n \u00b7 0.97%: 306 < duration <= 357 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec or feb or jan or jul and pdays <= 376 and education != primary and 4 < day <= 25 and age <= 61 and balance <= 6875 [Confidence: 90.67%; impurity: 0.06%]\n\n \u00b7 0.97%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = aug and campaign <= 1 [Confidence: 75.27%; impurity: 0.16%]\n\n \u00b7 0.97%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = jan [Confidence: 87.73%; impurity: 0.08%]\n\n \u00b7 0.96%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 373 and month != jun or mar or apr and campaign > 1 and age > 25 and balance <= 5827 and previous <= 2 and education != unknown [Confidence: 89.13%; impurity: 0.07%]\n\n \u00b7 0.96%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = feb and day <= 9 and education != tertiary [Confidence: 91.14%; impurity: 0.06%]\n\n \u00b7 0.96%: 522 < duration <= 639 and poutcome != success and contact != unknown and housing = yes and month != may or oct or mar or jun and pdays <= 405 [Confidence: 76.10%; impurity: 0.16%]\n\n \u00b7 0.95%: 76 < duration <= 128 and poutcome != success and contact != unknown and month = feb and age > 29 [Confidence: 90.12%; impurity: 0.06%]\n\n \u00b7 0.91%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = may [Confidence: 75.81%; impurity: 0.16%]\n\n \u00b7 0.89%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month = feb and pdays <= 376 and age <= 60 [Confidence: 91.12%; impurity: 0.06%]\n\n \u00b7 0.87%: 76 < duration <= 128 and poutcome != success and contact != unknown and month = apr and age > 29 [Confidence: 91.57%; impurity: 0.05%]\n\n \u00b7 0.85%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month = aug and pdays <= 376 and age <= 60 [Confidence: 91.70%; impurity: 0.05%]\n\n \u00b7 0.85%: 278 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = aug and campaign > 1 and 29 < age <= 60 and pdays <= 40 [Confidence: 92.02%; impurity: 0.05%]\n\n \u00b7 0.84%: 385 < duration <= 465 and poutcome != success and contact != unknown and housing = no and month != apr or jun or oct and pdays <= 33 and 24 < age <= 61 and campaign <= 6 and balance <= 782 [Confidence: 82.72%; impurity: 0.12%]\n\n \u00b7 0.77%: duration <= 385 and poutcome != success and contact = unknown and month != oct or nov or apr or may or jun and previous <= 0 [Confidence: 94.33%; impurity: 0.03%]\n\n \u00b7 0.76%: 76 < duration <= 128 and poutcome != success and contact != unknown and month != mar or oct and age <= 29 and housing = no [Confidence: 84.75%; impurity: 0.10%]\n\n \u00b7 0.75%: 465 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr or jun or sep and pdays <= 33 and age <= 61 and loan = no and 1 < campaign <= 4 [Confidence: 71.67%; impurity: 0.18%]\n\n \u00b7 0.74%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or feb or aug or apr and pdays <= 376 and age <= 36 and day > 21 [Confidence: 93.62%; impurity: 0.04%]\n\n \u00b7 0.73%: 639 < duration <= 860 and contact != unknown and poutcome != success and day > 15 and housing = yes and pdays <= 349 [Confidence: 62.08%; impurity: 0.22%]\n\n \u00b7 0.71%: 260 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec and pdays <= 376 and education = primary [Confidence: 97.04%; impurity: 0.01%]\n\n \u00b7 0.69%: 639 < duration <= 860 and contact = unknown and marital = married [Confidence: 71.51%; impurity: 0.18%]\n\n \u00b7 0.60%: 477 < duration <= 639 and poutcome != success and contact = unknown and month != may [Confidence: 74.08%; impurity: 0.16%]\n\n \u00b7 0.57%: duration <= 129 and poutcome = success [Confidence: 72.03%; impurity: 0.17%]\n\n \u00b7 0.53%: 76 < duration <= 128 and poutcome != success and contact != unknown and month != mar or oct and age <= 29 and housing = yes [Confidence: 96.70%; impurity: 0.01%]\n\n \u00b7 0.51%: 196 < duration <= 385 and poutcome != success or failure and contact = cellular and housing = no and month != aug or jul or nov or jan or feb or may or mar and day <= 21 and balance <= 14989 and 22 < age <= 43 and pdays <= 359 [Confidence: 49.87%; impurity: 0.25%]\n\n \u00b7 0.46%: 385 < duration <= 465 and poutcome != success and contact != unknown and housing = no and month != apr or jun or oct and pdays <= 33 and 24 < age <= 61 and campaign <= 6 and balance > 782 [Confidence: 70.20%; impurity: 0.18%]\n\n \u00b7 0.45%: 639 < duration <= 847 and contact != unknown and poutcome != success and day <= 15 and month != apr and campaign > 1 and job != management and balance <= 2415 [Confidence: 52.57%; impurity: 0.24%]\n\n \u00b7 0.44%: 364 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec or feb and pdays <= 376 and education != primary and 4 < day <= 29 and age <= 61 [Confidence: 87.50%; impurity: 0.07%]\n\n \u00b7 0.44%: 639 < duration <= 860 and contact = unknown and marital != married [Confidence: 55.19%; impurity: 0.23%]\n\n \u00b7 0.42%: 465 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr or jun or sep and pdays <= 33 and age <= 61 and loan = no and campaign <= 1 [Confidence: 55.12%; impurity: 0.23%]\n\n \u00b7 0.41%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = feb and day <= 9 and education = tertiary [Confidence: 76.31%; impurity: 0.14%]\n\n \u00b7 0.38%: 294 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = jul and previous <= 0 and day > 6 and loan = no and job != student [Confidence: 83.34%; impurity: 0.10%]\n\n \u00b7 0.38%: 639 < duration <= 860 and contact = cellular and poutcome != success and day > 15 and housing = no and month != oct or sep or apr and job != student and age <= 59 and campaign <= 3 [Confidence: 49.50%; impurity: 0.24%]\n\n \u00b7 0.36%: 860 < duration <= 1175 and contact != cellular and month = may and age <= 58 and day <= 29 [Confidence: 58.79%; impurity: 0.22%]\n\n \u00b7 0.36%: 196 < duration <= 385 and poutcome = failure and contact != unknown and housing = no and month != aug or jul or nov or jan or feb or may [Confidence: 56.20%; impurity: 0.23%]\n\n \u00b7 0.33%: 465 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr or jun and pdays <= 33 and age <= 61 and loan = yes [Confidence: 74.73%; impurity: 0.15%]\n\n \u00b7 0.31%: 129 < duration <= 163 and poutcome = success [Confidence: 42.63%; impurity: 0.25%]\n\n \u00b7 0.27%: 76 < duration <= 128 and poutcome != success and contact != unknown and month = jun and age > 29 [Confidence: 80.27%; impurity: 0.11%]\n\n \u00b7 0.27%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = nov and day <= 16 [Confidence: 41.29%; impurity: 0.25%]\n\n \u00b7 0.26%: 306 < duration <= 357 and poutcome != success and contact != unknown and housing = yes and month = jul and pdays <= 376 and education != primary and 4 < day <= 25 and age <= 61 and balance <= 6875 [Confidence: 94.98%; impurity: 0.01%]\n\n \u00b7 0.26%: 76 < duration <= 128 and poutcome != success and contact != unknown and month = oct [Confidence: 75.19%; impurity: 0.14%]\n\n \u00b7 0.26%: 260 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec and pdays <= 376 and education != primary and day <= 4 [Confidence: 79.04%; impurity: 0.11%]\n\n \u00b7 0.23%: 76 < duration <= 128 and poutcome != success and contact != unknown and month = mar [Confidence: 59.21%; impurity: 0.21%]\n\n \u00b7 0.23%: 196 < duration <= 385 and poutcome != success or failure and contact != unknown or cellular and housing = no and month != aug or jul or nov or jan or feb or may [Confidence: 50.53%; impurity: 0.24%]\n\n \u00b7 0.22%: 260 < duration <= 357 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec or feb and pdays <= 376 and education != primary and 25 < day <= 29 and age <= 61 and balance <= 6875 [Confidence: 95.95%]\n\n \u00b7 0.19%: 522 < duration <= 639 and poutcome != success and contact != unknown and housing = yes and month = may and day <= 11 [Confidence: 64.11%; impurity: 0.19%]\n\n \u00b7 0.19%: 465 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr or jun or sep and pdays <= 33 and age <= 61 and loan = no and campaign > 4 [Confidence: 45.36%; impurity: 0.25%]\n\n \u00b7 0.18%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month = jun and pdays <= 376 [Confidence: 50.60%; impurity: 0.24%]\n\n \u00b7 0.18%: duration > 894 and contact = cellular and marital = married and poutcome != success and month != oct and day > 16 and education = tertiary [Confidence: 44.75%; impurity: 0.25%]\n\n \u00b7 0.17%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month != jun and campaign > 1 and age > 25 and balance <= 5827 and previous > 2 [Confidence: 72.02%; impurity: 0.14%]\n\n \u00b7 0.17%: 357 < duration <= 364 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec or feb and pdays <= 376 and education != primary and 4 < day <= 29 and age <= 61 [Confidence: 94.65%]\n\n \u00b7 0.17%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 373 and month = apr and campaign > 1 and age > 25 and balance <= 5827 and previous <= 2 and education != unknown [Confidence: 92.13%; impurity: 0.01%]\n\n \u00b7 0.16%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = jul and previous > 0 [Confidence: 39.71%; impurity: 0.25%]\n\n \u00b7 0.14%: 76 < duration <= 128 and poutcome != success and contact != unknown and month = sep and age > 29 [Confidence: 79.21%; impurity: 0.09%]\n\n \u00b7 0.13%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month = oct and pdays <= 376 [Confidence: 49.63%; impurity: 0.23%]\n\n \u00b7 0.13%: 260 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec and pdays <= 376 and education != primary and day > 29 [Confidence: 68.10%; impurity: 0.16%]\n\n \u00b7 0.12%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = jul and previous <= 0 and day <= 6 [Confidence: 36.39%; impurity: 0.25%]\n\n \u00b7 0.11%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = aug and campaign > 1 and age > 29 and pdays > 40 [Confidence: 62.78%; impurity: 0.18%]\n\n \u00b7 0.11%: duration <= 385 and poutcome != success and contact = unknown and month = oct [Confidence: 53.83%; impurity: 0.22%]\n\n \u00b7 0.11%: 260 < duration <= 357 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec or feb and pdays <= 376 and education != primary and 4 < day <= 29 and age <= 61 and balance > 6875 [Confidence: 76.96%; impurity: 0.10%]\n\n \u00b7 0.11%: duration <= 385 and poutcome != success and contact = unknown and month = nov [Confidence: 61.33%; impurity: 0.18%]\n\n \u00b7 0.10%: 260 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month = feb and pdays <= 376 and education != primary and 4 < day <= 29 [Confidence: 62.26%; impurity: 0.18%]\n\n \u00b7 0.09%: duration <= 385 and poutcome != success and contact = unknown and month != oct or nov and previous > 0 [Confidence: 66.58%; impurity: 0.15%]\n\n \u00b7 0.09%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = aug and campaign > 1 and age <= 29 [Confidence: 42.20%; impurity: 0.24%]\n\n \u00b7 0.09%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month = sep and pdays <= 376 [Confidence: 39.58%; impurity: 0.25%]\n\n \u00b7 0.09%: duration > 860 and contact = cellular and marital != married and age > 55 [Confidence: 37.01%; impurity: 0.25%]\n\n \u00b7 0.08%: 639 < duration <= 860 and contact != unknown and poutcome != success and day <= 15 and month = apr [Confidence: 54.94%; impurity: 0.20%]\n\n \u00b7 0.08%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month != jun and campaign > 1 and age > 25 and balance > 6006 [Confidence: 88.97%]\n\n \u00b7 0.07%: 385 < duration <= 465 and poutcome != success and contact != unknown and housing = no and month != apr or jun and pdays <= 33 and 24 < age <= 61 and campaign > 6 [Confidence: 88.30%]\n\n \u00b7 0.07%: 639 < duration <= 860 and contact = cellular and poutcome != success and day > 15 and housing = no and month != oct or sep and job != student and age <= 59 and campaign > 6 [Confidence: 52.94%; impurity: 0.20%]\n\n \u00b7 0.06%: 860 < duration <= 894 and contact = cellular and marital = married and poutcome != success and month != oct and day > 16 [Confidence: 50.01%; impurity: 0.21%]\n\n \u00b7 0.06%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = aug and campaign > 1 and age > 60 and pdays <= 40 [Confidence: 48.41%; impurity: 0.22%]\n\n \u00b7 0.06%: 894 < duration <= 941 and contact = cellular and marital = married and poutcome != success and month != oct and day > 16 and education != tertiary and balance <= 6931 [Confidence: 44.52%; impurity: 0.23%]\n\n \u00b7 0.06%: duration > 860 and contact != cellular and month != may and balance <= 11591 and job = technician [Confidence: 46.71%; impurity: 0.22%]\n\n \u00b7 0.06%: 385 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr and pdays > 33 and loan = yes [Confidence: 67.87%; impurity: 0.11%]\n\n \u00b7 0.05%: 128 < duration <= 196 and poutcome != success and contact != unknown and housing = no and month != aug or jul or nov or jan or feb or may and campaign > 5 [Confidence: 83.18%]\n\n \u00b7 0.04%: 76 < duration <= 128 and poutcome != success and contact != unknown and month != mar or oct or feb or jun or apr or sep and age > 29 and day <= 3 [Confidence: 67.20%; impurity: 0.10%]\n\n \u00b7 0.04%: 163 < duration <= 385 and poutcome = success and 47 < pdays <= 222 and age > 25 and month != nov and previous <= 9 and campaign > 4 [Confidence: 29.03%; impurity: 0.25%]\n\n \u00b7 0.04%: 385 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month = jan and pdays > 33 and loan = no [Confidence: 52.74%; impurity: 0.18%]\n\n \u00b7 0.04%: 639 < duration <= 860 and contact != unknown or cellular and poutcome != success and day > 15 and housing = no and month != oct and job != student and age <= 59 [Confidence: 56.99%; impurity: 0.15%]\n\n \u00b7 0.04%: 163 < duration <= 385 and poutcome = success and pdays <= 47 [Confidence: 41.71%; impurity: 0.22%]\n\n \u00b7 0.04%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month != jun and campaign > 1 and age <= 25 [Confidence: 41.71%; impurity: 0.22%]\n\n \u00b7 0.04%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 373 and month != jun or mar and campaign > 1 and age > 25 and balance <= 5827 and previous <= 2 and education = unknown [Confidence: 48.05%; impurity: 0.20%]\n\n \u00b7 0.03%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or feb or aug or apr and pdays <= 376 and age <= 36 and day <= 3 [Confidence: 49.74%; impurity: 0.18%]\n\n \u00b7 0.03%: 128 < duration <= 260 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep and pdays <= 376 and age > 60 [Confidence: 29.14%; impurity: 0.25%]\n\n \u00b7 0.02%: duration > 860 and contact = cellular and marital = married and poutcome != success and month = oct [Confidence: 56.50%; impurity: 0.10%]\n\n \u00b7 0.02%: duration > 860 and contact = cellular and marital = married and poutcome != success and month != oct or nov and day <= 16 and pdays > 349 [Confidence: 40.93%; impurity: 0.19%]\n\n \u00b7 0.01%: duration > 860 and contact != cellular and month != may and balance > 11591 [Confidence: 60.97%]\n\n \u00b7 0.01%: 196 < duration <= 385 and poutcome != success or failure and contact = cellular and housing = no and month != aug or jul or nov or jan or feb or may or mar and day <= 21 and balance > 14989 [Confidence: 51.01%]\n\n \u00b7 0.01%: 385 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr or jan and pdays > 33 and loan = no and balance > 14189 [Confidence: 51.01%]\n\n \u00b7 0.01%: duration > 860 and contact = cellular and marital != married and age <= 55 and campaign > 11 [Confidence: 43.85%]\n\n \u00b7 0.00%: duration > 3205 and contact = cellular and marital = married and poutcome != success and month != oct or nov and day <= 16 and pdays <= 349 [Confidence: 34.24%]\n\n\nyes: (data 11.70% / prediction 8.90%) \n \u00b7 11.18%: duration > 860 and contact = cellular and marital != married and age <= 55 and campaign <= 11 [Confidence: 64.70%; impurity: 0.21%]\n\n \u00b7 6.36%: 250 < duration <= 385 and poutcome = success and 47 < pdays <= 222 and age > 25 and month != nov and previous <= 9 and campaign <= 4 [Confidence: 77.72%; impurity: 0.14%]\n\n \u00b7 6.26%: 385 < duration <= 639 and poutcome = success [Confidence: 72.25%; impurity: 0.17%]\n\n \u00b7 6.11%: 860 < duration <= 3205 and contact = cellular and marital = married and poutcome != success and month != oct or nov and day <= 16 and pdays <= 349 [Confidence: 57.65%; impurity: 0.23%]\n\n \u00b7 5.86%: 163 < duration <= 250 and poutcome = success and 47 < pdays <= 222 and age > 25 and month != nov and previous <= 9 and campaign <= 4 [Confidence: 67.77%; impurity: 0.19%]\n\n \u00b7 5.64%: duration > 860 and contact != cellular and month != may and balance <= 11591 and job != technician [Confidence: 56.55%; impurity: 0.23%]\n\n \u00b7 5.02%: 639 < duration <= 860 and contact != unknown and poutcome != success and day <= 15 and month != apr and campaign <= 1 [Confidence: 55.52%; impurity: 0.23%]\n\n \u00b7 4.57%: 385 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr or jan and pdays > 33 and loan = no and balance <= 14189 [Confidence: 49.30%; impurity: 0.25%]\n\n \u00b7 3.90%: 196 < duration <= 385 and poutcome != success or failure and contact = cellular and housing = no and month != aug or jul or nov or jan or feb or may or mar and day > 21 [Confidence: 58.54%; impurity: 0.22%]\n\n \u00b7 3.58%: duration > 941 and contact = cellular and marital = married and poutcome != success and month != oct and day > 16 and education != tertiary and balance <= 6931 [Confidence: 52.96%; impurity: 0.24%]\n\n \u00b7 2.98%: 385 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month = apr [Confidence: 56.97%; impurity: 0.22%]\n\n \u00b7 2.86%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = feb and day > 9 [Confidence: 51.74%; impurity: 0.24%]\n\n \u00b7 2.78%: 163 < duration <= 385 and poutcome = success and pdays > 222 [Confidence: 45.25%; impurity: 0.25%]\n\n \u00b7 2.76%: 522 < duration <= 639 and poutcome != success and contact != unknown and housing = yes and month = may and day > 11 [Confidence: 44.80%; impurity: 0.25%]\n\n \u00b7 2.66%: duration > 1175 and contact != cellular and month = may and age <= 58 [Confidence: 43.87%; impurity: 0.25%]\n\n \u00b7 2.63%: 196 < duration <= 385 and poutcome != success or failure and contact = cellular and housing = no and month != aug or jul or nov or jan or feb or may or mar and day <= 21 and balance <= 14989 and age > 43 [Confidence: 50.86%; impurity: 0.24%]\n\n \u00b7 2.26%: 385 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month != apr or jun and pdays <= 33 and age > 61 [Confidence: 40.47%; impurity: 0.25%]\n\n \u00b7 1.81%: 639 < duration <= 860 and contact != unknown and poutcome != success and day <= 15 and month != apr and campaign > 1 and job = management [Confidence: 52.93%; impurity: 0.23%]\n\n \u00b7 1.76%: 163 < duration <= 385 and poutcome = success and 47 < pdays <= 222 and age > 25 and month = nov [Confidence: 51.76%; impurity: 0.23%]\n\n \u00b7 1.74%: 639 < duration <= 860 and contact != unknown and poutcome = success [Confidence: 72.38%; impurity: 0.14%]\n\n \u00b7 1.71%: 128 < duration <= 196 and poutcome != success and contact != unknown and housing = no and month = mar and campaign <= 5 [Confidence: 41.98%; impurity: 0.25%]\n\n \u00b7 1.64%: 196 < duration <= 385 and poutcome != success or failure and contact = cellular and housing = no and month = mar [Confidence: 64.19%; impurity: 0.18%]\n\n \u00b7 1.44%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month = mar [Confidence: 44.12%; impurity: 0.25%]\n\n \u00b7 1.32%: 385 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month = jun and pdays <= 33 [Confidence: 50.69%; impurity: 0.23%]\n\n \u00b7 1.29%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month != mar and pdays > 376 [Confidence: 38.69%; impurity: 0.25%]\n\n \u00b7 1.19%: 639 < duration <= 847 and contact != unknown and poutcome != success and day <= 15 and month != apr and campaign > 1 and job != management and balance > 2415 [Confidence: 48.36%; impurity: 0.23%]\n\n \u00b7 1.09%: 163 < duration <= 385 and poutcome = success and 47 < pdays <= 222 and age <= 25 [Confidence: 81.77%; impurity: 0.06%]\n\n \u00b7 0.89%: 639 < duration <= 860 and contact = cellular and poutcome != success and day > 15 and housing = no and month != oct or sep or apr and job != student and age <= 59 and 3 < campaign <= 6 [Confidence: 44.86%; impurity: 0.24%]\n\n \u00b7 0.75%: duration > 860 and contact = cellular and marital = married and poutcome = success [Confidence: 62.69%; impurity: 0.16%]\n\n \u00b7 0.50%: 639 < duration <= 860 and contact != unknown and poutcome != success and day > 15 and housing = no and month != oct and job != student and age > 59 [Confidence: 53.13%; impurity: 0.19%]\n\n \u00b7 0.42%: 385 < duration <= 465 and poutcome != success and contact != unknown and housing = no and month != apr or jun and pdays <= 33 and age <= 24 [Confidence: 46.87%; impurity: 0.21%]\n\n \u00b7 0.37%: 639 < duration <= 860 and contact = cellular and poutcome != success and day > 15 and housing = no and month = apr and job != student and age <= 59 and campaign <= 6 [Confidence: 48.05%; impurity: 0.20%]\n\n \u00b7 0.35%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month = jun [Confidence: 38.76%; impurity: 0.23%]\n\n \u00b7 0.32%: 196 < duration <= 385 and poutcome != success or failure and contact = cellular and housing = no and month != aug or jul or nov or jan or feb or may or mar and day <= 21 and balance <= 14989 and age <= 22 and pdays <= 359 [Confidence: 49.74%; impurity: 0.18%]\n\n \u00b7 0.32%: 163 < duration <= 385 and poutcome = success and 47 < pdays <= 222 and age > 25 and month != nov and previous > 9 [Confidence: 77.19%]\n\n \u00b7 0.30%: 385 < duration <= 465 and poutcome != success and contact != unknown and housing = no and month = oct and pdays <= 33 and 24 < age <= 61 and campaign <= 6 [Confidence: 31.95%; impurity: 0.24%]\n\n \u00b7 0.30%: 465 < duration <= 639 and poutcome != success and contact != unknown and housing = no and month = sep and pdays <= 33 and age <= 61 and loan = no [Confidence: 46.77%; impurity: 0.19%]\n\n \u00b7 0.27%: duration > 894 and contact = cellular and marital = married and poutcome != success and month != oct and day > 16 and education != tertiary and balance > 6931 [Confidence: 62.26%; impurity: 0.08%]\n\n \u00b7 0.25%: 639 < duration <= 860 and contact != unknown and poutcome != success and day > 15 and housing = no and month = oct [Confidence: 72.25%]\n\n \u00b7 0.25%: 860 < duration <= 1175 and contact != cellular and month = may and age <= 58 and day > 29 [Confidence: 39.68%; impurity: 0.21%]\n\n \u00b7 0.25%: duration > 860 and contact != cellular and month = may and age > 58 [Confidence: 72.25%]\n\n \u00b7 0.22%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays > 377 [Confidence: 56.50%; impurity: 0.10%]\n\n \u00b7 0.20%: 128 < duration <= 385 and poutcome != success and contact != unknown and housing = no and month = jul and previous <= 0 and day > 6 and loan = no and job = student [Confidence: 30.57%; impurity: 0.23%]\n\n \u00b7 0.15%: 260 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month = dec and pdays <= 376 [Confidence: 43.65%; impurity: 0.14%]\n\n \u00b7 0.15%: 847 < duration <= 860 and contact != unknown and poutcome != success and day <= 15 and month != apr and campaign > 1 and job != management [Confidence: 60.97%]\n\n \u00b7 0.12%: duration <= 385 and poutcome != success and contact = unknown and month = apr and previous <= 0 [Confidence: 37.55%; impurity: 0.16%]\n\n \u00b7 0.12%: 522 < duration <= 639 and poutcome != success and contact != unknown and housing = yes and month = oct [Confidence: 56.55%]\n\n \u00b7 0.12%: 639 < duration <= 860 and contact != unknown and poutcome != success and day > 15 and housing = no and month != oct and job = student [Confidence: 56.55%]\n\n \u00b7 0.12%: duration > 860 and contact = cellular and marital = married and poutcome != success and month = nov and day <= 16 [Confidence: 56.55%]\n\n \u00b7 0.10%: 196 < duration <= 385 and poutcome != success or failure and contact = cellular and housing = no and month != aug or jul or nov or jan or feb or may or mar and day <= 21 and balance <= 14989 and age <= 43 and pdays > 359 [Confidence: 51.01%]\n\n \u00b7 0.10%: 522 < duration <= 639 and poutcome != success and contact != unknown and housing = yes and month = jun and pdays <= 405 [Confidence: 30.06%; impurity: 0.19%]\n\n \u00b7 0.07%: 260 < duration <= 385 and poutcome != success and contact != unknown and housing = yes and month != mar or jun or oct or sep or dec or feb and pdays <= 376 and education != primary and 4 < day <= 29 and age > 61 [Confidence: 20.77%; impurity: 0.22%]\n\n \u00b7 0.07%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month = sep and campaign <= 1 [Confidence: 43.85%]\n\n \u00b7 0.07%: 522 < duration <= 639 and poutcome != success and contact != unknown and housing = yes and month != may or oct and pdays > 405 [Confidence: 43.85%]\n\n \u00b7 0.07%: 639 < duration <= 860 and contact = cellular and poutcome != success and day > 15 and housing = no and month = sep and job != student and age <= 59 [Confidence: 43.85%]\n\n \u00b7 0.07%: 639 < duration <= 860 and contact != unknown and poutcome != success and day > 15 and housing = yes and pdays > 349 [Confidence: 43.85%]\n\n \u00b7 0.05%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month != jun and campaign > 1 and age > 25 and 5827 < balance <= 6006 [Confidence: 34.24%]\n\n \u00b7 0.05%: 522 < duration <= 639 and poutcome != success and contact != unknown and housing = yes and month = mar and pdays <= 405 [Confidence: 34.24%]\n\n \u00b7 0.05%: 385 < duration <= 477 and poutcome != success and contact = unknown and month = feb [Confidence: 34.24%]\n\n \u00b7 0.02%: 260 < duration <= 357 and poutcome != success and contact != unknown and housing = yes and month = jan and pdays <= 376 and education != primary and 4 < day <= 25 and age <= 61 and balance <= 6875 [Confidence: 20.65%]\n\n \u00b7 0.02%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and 373 < pdays <= 377 and month != jun or mar and campaign > 1 and age > 25 and balance <= 5827 and previous <= 2 [Confidence: 20.65%]\n\n \u00b7 0.02%: 385 < duration <= 522 and poutcome != success and contact != unknown and housing = yes and pdays <= 377 and month = mar and campaign > 1 and age > 25 and balance <= 5827 and previous <= 2 [Confidence: 20.65%]\n
", "code": 200, "formatter": "summarize"}