Rule 12 with 6.92 for class 1 with likelihood 67.46%: limit_bal < 947371.00 ∧ 1.49 < pay_0 ∧ pay_4 < 7.49 ∧ -81280.53 < bill_amt1 < 931835.19 ∧ bill_amt2 < 952336.62 ∧ bill_amt3 < 1635099.50 ∧ -145772.48 < bill_amt4 < 863044.25 ∧ bill_amt5 < 720166.25 ∧ bill_amt6 < 935246.62
Rule 19 with 5.81 for class 1 with likelihood 61.64%: limit_bal < 892939.81 ∧ 1.50 < pay_0 < 4.55 ∧ pay_4 < 7.45 ∧ -84266.22 < bill_amt1 < 899004.56 ∧ bill_amt2 < 920587.81 ∧ bill_amt3 < 1649254.25 ∧ -149021.72 < bill_amt4 < 834371.06 ∧ bill_amt5 < 725698.88 ∧ bill_amt6 < 908707.00
Rule 14 with 4.81 for class 0 with likelihood 59.15%: limit_bal < 921552.31 ∧ 0.62 < pay_0 < 7.41 ∧ pay_4 < 6.18 ∧ -66536.66 < bill_amt1 < 915839.81 ∧ -21380.02 < bill_amt2 < 936878.00 ∧ bill_amt3 < 1633817.50 ∧ -127324.01 < bill_amt4 < 849059.38 ∧ bill_amt5 < 747487.12 ∧ bill_amt6 < 922322.94
Rule 17 with 4.68 for class 1 with likelihood 50.94%: limit_bal < 922178.44 ∧ 1.51 < pay_0 < 6.32 ∧ pay_4 < 6.75 ∧ -78587.60 < bill_amt1 < 911905.06 ∧ bill_amt2 < 933086.69 ∧ bill_amt3 < 1634601.38 ∧ -138638.69 < bill_amt4 < 845685.62 ∧ bill_amt5 < 758351.44 ∧ bill_amt6 < 919186.88 ∧ education:4 = 0.0
Rule 8 with 4.12 for class 0 with likelihood 89.33%: 70427.96 < limit_bal ∧ age < 69.23 ∧ pay_0 < 7.01 ∧ pay_2 < 0.77 ∧ pay_3 < 6.13 ∧ pay_4 < 7.57 ∧ pay_5 < 4.42 ∧ pay_6 < 7.09 ∧ 9074.37 < bill_amt3 ∧ -245218.73 < bill_amt6
Rule 3 with 3.97 for class 0 with likelihood 89.00%: 78745.36 < limit_bal ∧ age < 71.59 ∧ pay_0 < 6.99 ∧ pay_2 < 1.05 ∧ pay_3 < 5.54 ∧ pay_4 < 7.14 ∧ pay_5 < 4.45 ∧ pay_6 < 7.25 ∧ 9055.35 < bill_amt3 ∧ -243018.14 < bill_amt6
Rule 7 with 3.96 for class 0 with likelihood 87.59%: 50437.94 < limit_bal ∧ pay_0 < 6.94 ∧ pay_2 < 0.85 ∧ pay_3 < 5.82 ∧ pay_5 < 4.49 ∧ pay_6 < 6.79 ∧ 16993.88 < bill_amt3 ∧ -236727.45 < bill_amt6
Rule 0 with 3.36 for class 0 with likelihood 85.80%: 170666.31 < limit_bal ∧ age < 55.05 ∧ pay_0 < 7.01 ∧ pay_2 < 4.16 ∧ pay_3 < 6.50 ∧ pay_4 < 7.58 ∧ pay_5 < 5.18 ∧ pay_6 < 4.06 ∧ -244131.98 < bill_amt6
Rule 1 with 3.05 for class 0 with likelihood 86.60%: 123139.16 < limit_bal ∧ age < 67.50 ∧ pay_0 < 7.14 ∧ pay_2 < 1.18 ∧ pay_3 < 4.78 ∧ pay_4 < 7.69 ∧ pay_5 < 4.72 ∧ pay_6 < 6.73 ∧ -236810.14 < bill_amt6
Rule 5 with 3.01 for class 0 with likelihood 84.18%: age < 67.03 ∧ pay_0 < 7.40 ∧ pay_2 < 0.64 ∧ pay_3 < 4.87 ∧ pay_4 < 7.46 ∧ pay_5 < 4.87 ∧ pay_6 < 0.49 ∧ -237182.83 < bill_amt6
Rule 2 with 2.96 for class 0 with likelihood 85.64%: 138398.58 < limit_bal ∧ age < 69.50 ∧ pay_0 < 7.17 ∧ pay_2 < 2.04 ∧ pay_3 < 4.61 ∧ pay_4 < 7.99 ∧ pay_5 < 4.83 ∧ pay_6 < 0.65 ∧ -241789.45 < bill_amt6 ∧ 341.21 < pay_amt1
Rule 9 with 2.96 for class 0 with likelihood 85.57%: 174706.30 < limit_bal ∧ age < 71.49 ∧ pay_0 < 6.83 ∧ pay_2 < 3.33 ∧ pay_3 < 5.01 ∧ pay_4 < 6.77 ∧ pay_5 < 4.31 ∧ pay_6 < 6.98 ∧ -240555.45 < bill_amt6
Rule 4 with 2.91 for class 0 with likelihood 83.00%: age < 69.66 ∧ pay_0 < 7.12 ∧ pay_2 < 0.68 ∧ pay_3 < 4.19 ∧ pay_4 < 7.48 ∧ pay_5 < 3.37 ∧ pay_6 < 7.09 ∧ -247141.30 < bill_amt6
Rule 6 with 2.85 for class 0 with likelihood 83.23%: age < 73.53 ∧ pay_0 < 7.08 ∧ pay_2 < 1.04 ∧ pay_3 < 5.02 ∧ pay_4 < 7.88 ∧ pay_5 < 4.53 ∧ pay_6 < 6.81 ∧ -248476.39 < bill_amt6
Rule 11 with 2.83 for class 0 with likelihood 67.28%: limit_bal < 953264.88 ∧ 0.69 < pay_0 < 6.70 ∧ pay_3 < 6.84 ∧ pay_4 < 6.03 ∧ -74473.56 < bill_amt1 < 934178.31 ∧ -17490.04 < bill_amt2 < 954583.31 ∧ bill_amt3 < 1642658.25 ∧ -141732.23 < bill_amt4 < 865089.25 ∧ bill_amt5 < 894813.44 ∧ bill_amt6 < 937140.50 ∧ education:4 = 0.0
Rule 10 with 2.35 for class 0 with likelihood 68.93%: limit_bal < 867298.81 ∧ 0.71 < pay_0 < 7.11 ∧ pay_3 < 6.18 ∧ pay_4 < 6.34 ∧ -73878.66 < bill_amt1 < 884823.00 ∧ -40643.08 < bill_amt2 < 906939.12 ∧ bill_amt3 < 1622164.00 ∧ -127808.49 < bill_amt4 < 822029.38 ∧ bill_amt5 < 764110.62 ∧ bill_amt6 < 897292.00 ∧ education:4 = 0.0
Rule 13 with 2.04 for class 0 with likelihood 71.29%: limit_bal < 939829.19 ∧ 0.72 < pay_0 < 6.33 ∧ pay_2 < 6.83 ∧ pay_3 < 6.34 ∧ pay_4 < 6.14 ∧ -74910.54 < bill_amt1 < 920341.12 ∧ -37460.34 < bill_amt2 < 941187.56 ∧ bill_amt3 < 1647535.50 ∧ -142528.67 < bill_amt4 < 853014.19 ∧ bill_amt5 < 751517.62 ∧ bill_amt6 < 925977.06 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 15 with 2.03 for class 0 with likelihood 71.49%: limit_bal < 961812.50 ∧ 0.71 < pay_0 < 6.11 ∧ pay_4 < 5.58 ∧ -73400.52 < bill_amt1 < 941153.06 ∧ -40015.99 < bill_amt2 < 961338.38 ∧ bill_amt3 < 1644035.25 ∧ -131997.56 < bill_amt4 < 871179.38 ∧ bill_amt5 < 907040.19 ∧ bill_amt6 < 942775.75 ∧ education:4 = 0.0
Rule 16 with 1.09 for class 0 with likelihood 75.59%: limit_bal < 955825.75 ∧ 0.88 < pay_0 < 7.03 ∧ pay_2 < 6.48 ∧ pay_3 < 7.91 ∧ pay_4 < 5.85 ∧ -59736.46 < bill_amt1 < 937669.75 ∧ -32313.36 < bill_amt2 < 957973.81 ∧ -58781.39 < bill_amt3 < 1634676.62 ∧ -137250.50 < bill_amt4 < 868135.44 ∧ bill_amt5 < 904840.69 ∧ bill_amt6 < 939957.62 ∧ sex:1 = 0.0 ∧ sex:2 = 0.0 ∧ education:0 = 0.0 ∧ education:3 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0 ∧ marriage:1 = 0.0 ∧ marriage:2 = 0.0
Rule 18 with 1.00 for class 0 with likelihood 77.61%: limit_bal < 954217.25 ∧ 21.81 < age ∧ 1.27 < pay_0 ∧ -1.96 < pay_2 ∧ -1.95 < pay_3 ∧ -1.96 < pay_4 < 5.91 ∧ -1.95 < pay_5 ∧ -1.94 < pay_6 ∧ -52977.19 < bill_amt1 < 934832.44 ∧ -41091.63 < bill_amt2 < 955240.81 ∧ -51794.72 < bill_amt3 < 1643993.75 ∧ -68992.83 < bill_amt4 < 865674.88 ∧ -72517.53 < bill_amt5 < 902504.38 ∧ bill_amt6 < 937685.88 ∧ sex:1 = 1.0 ∧ sex:2 = 0.0 ∧ education:0 = 0.0 ∧ education:3 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0 ∧ marriage:1 = 1.0 ∧ marriage:2 = 0.0
