Rule 18 with 7.01 for class 1 with likelihood 67.06%: limit_bal < 937672.50 ∧ 1.51 < pay_0 < 4.59 ∧ -1.91 < pay_2 < 6.71 ∧ bill_amt1 < 902985.88 ∧ bill_amt2 < 923342.69 ∧ -151733.00 < bill_amt3 < 1638135.62 ∧ -151731.28 < bill_amt4 < 836936.31 ∧ bill_amt5 < 756594.38 ∧ bill_amt6 < 911095.38 ∧ education:4 = 0.0
Rule 13 with 6.41 for class 1 with likelihood 61.80%: limit_bal < 969275.75 ∧ 1.52 < pay_0 < 7.77 ∧ -1.67 < pay_2 < 6.46 ∧ bill_amt1 < 946101.50 ∧ bill_amt2 < 966054.19 ∧ bill_amt3 < 1634783.50 ∧ -147226.91 < bill_amt4 < 875429.50 ∧ bill_amt5 < 909379.50 ∧ bill_amt6 < 946709.50 ∧ education:4 = 0.0
Rule 14 with 6.29 for class 1 with likelihood 50.98%: limit_bal < 961464.38 ∧ 0.65 < pay_0 ∧ -0.43 < pay_2 < 7.45 ∧ pay_4 < 6.29 ∧ bill_amt1 < 939149.88 ∧ bill_amt2 < 958709.62 ∧ bill_amt3 < 1636553.75 ∧ -151625.00 < bill_amt4 < 868835.31 ∧ bill_amt5 < 763403.94 ∧ bill_amt6 < 940606.75 ∧ education:4 = 0.0
Rule 15 with 4.28 for class 0 with likelihood 60.65%: limit_bal < 959361.25 ∧ 0.69 < pay_0 < 5.36 ∧ -0.06 < pay_2 < 7.25 ∧ pay_3 < 7.09 ∧ pay_4 < 5.59 ∧ bill_amt1 < 939697.94 ∧ bill_amt2 < 959524.31 ∧ bill_amt3 < 1613526.25 ∧ -114301.30 < bill_amt4 < 869498.75 ∧ bill_amt5 < 890034.31 ∧ bill_amt6 < 941232.12 ∧ education:4 = 0.0
Rule 2 with 3.81 for class 0 with likelihood 89.45%: 67645.51 < limit_bal ∧ pay_0 < 5.13 ∧ pay_3 < 6.80 ∧ pay_4 < 5.74 ∧ pay_5 < 0.72 ∧ pay_6 < 4.01 ∧ -238704.58 < bill_amt6 ∧ 2270.57 < pay_amt1 ∧ 827.69 < pay_amt3
Rule 5 with 3.64 for class 0 with likelihood 89.55%: 143837.20 < limit_bal ∧ pay_0 < 6.00 ∧ pay_3 < 6.65 ∧ pay_4 < 7.97 ∧ pay_5 < 6.28 ∧ pay_6 < 6.12 ∧ -244888.92 < bill_amt6 ∧ 1643.94 < pay_amt1
Rule 8 with 3.52 for class 0 with likelihood 88.94%: 124968.05 < limit_bal ∧ pay_0 < 6.05 ∧ pay_3 < 7.28 ∧ pay_4 < 6.10 ∧ pay_5 < 4.43 ∧ pay_6 < 6.36 ∧ -235227.73 < bill_amt6 ∧ 2073.12 < pay_amt1
Rule 9 with 3.36 for class 0 with likelihood 88.81%: 126327.71 < limit_bal ∧ pay_0 < 6.16 ∧ pay_3 < 7.04 ∧ pay_4 < 8.00 ∧ pay_5 < 6.26 ∧ pay_6 < 5.13 ∧ -245957.92 < bill_amt6 ∧ 1558.32 < pay_amt1
Rule 1 with 3.31 for class 0 with likelihood 86.58%: 46614.21 < limit_bal ∧ pay_0 < 6.31 ∧ pay_3 < 6.97 ∧ pay_4 < 7.36 ∧ pay_5 < 5.94 ∧ pay_6 < 4.27 ∧ -234490.80 < bill_amt6 ∧ 3812.46 < pay_amt1
Rule 19 with 3.23 for class 0 with likelihood 70.65%: limit_bal < 936662.50 ∧ 0.63 < pay_0 < 7.34 ∧ pay_2 < 5.53 ∧ pay_4 < 5.65 ∧ bill_amt1 < 909627.00 ∧ bill_amt2 < 927969.44 ∧ -144568.12 < bill_amt3 < 1649998.38 ∧ -148064.58 < bill_amt4 < 841462.00 ∧ bill_amt5 < 740464.06 ∧ bill_amt6 < 915285.25 ∧ education:4 = 0.0
Rule 3 with 3.14 for class 0 with likelihood 88.94%: 143988.67 < limit_bal ∧ pay_0 < 6.03 ∧ pay_3 < 7.58 ∧ pay_4 < 6.21 ∧ pay_5 < 5.25 ∧ pay_6 < 5.05 ∧ -245018.05 < bill_amt6 ∧ 2579.71 < pay_amt1
Rule 7 with 2.88 for class 0 with likelihood 83.60%: 44701.30 < limit_bal ∧ pay_0 < 5.52 ∧ pay_3 < 6.91 ∧ pay_4 < 7.14 ∧ pay_5 < 4.59 ∧ pay_6 < 4.60 ∧ -237754.89 < bill_amt6
Rule 11 with 2.88 for class 0 with likelihood 71.81%: limit_bal < 952549.00 ∧ 0.65 < pay_0 ∧ pay_2 < 7.21 ∧ pay_3 < 5.39 ∧ pay_4 < 5.91 ∧ bill_amt1 < 930421.12 ∧ bill_amt2 < 950232.62 ∧ -148841.66 < bill_amt3 < 1649844.75 ∧ -156432.31 < bill_amt4 < 861213.50 ∧ bill_amt5 < 861436.81 ∧ bill_amt6 < 933549.19 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 0 with 2.74 for class 0 with likelihood 83.66%: pay_0 < 5.07 ∧ pay_3 < 6.73 ∧ pay_4 < 7.41 ∧ pay_5 < 4.71 ∧ pay_6 < 0.73 ∧ -240004.55 < bill_amt6
Rule 6 with 2.71 for class 0 with likelihood 82.27%: 12648.62 < limit_bal ∧ pay_0 < 5.37 ∧ pay_3 < 7.15 ∧ pay_4 < 7.41 ∧ pay_5 < 5.44 ∧ pay_6 < 5.10 ∧ -238835.39 < bill_amt6
Rule 4 with 2.68 for class 0 with likelihood 81.79%: pay_0 < 5.11 ∧ pay_3 < 7.22 ∧ pay_4 < 6.46 ∧ pay_5 < 5.16 ∧ pay_6 < 4.91 ∧ -246978.36 < bill_amt6
Rule 17 with 2.25 for class 0 with likelihood 75.42%: limit_bal < 959812.62 ∧ 0.68 < pay_0 ∧ pay_2 < 6.63 ∧ pay_4 < 5.72 ∧ bill_amt1 < 938965.81 ∧ bill_amt2 < 958691.56 ∧ -140358.31 < bill_amt3 < 1629361.12 ∧ -136275.41 < bill_amt4 < 868810.31 ∧ bill_amt5 < 904969.69 ∧ bill_amt6 < 940584.56 ∧ 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 10 with 1.76 for class 0 with likelihood 76.34%: limit_bal < 923699.94 ∧ 0.72 < pay_0 < 6.46 ∧ pay_2 < 6.61 ∧ pay_4 < 5.17 ∧ bill_amt1 < 898340.81 ∧ bill_amt2 < 916862.94 ∧ -96684.70 < bill_amt3 < 1651733.00 ∧ -148807.25 < bill_amt4 < 831488.69 ∧ bill_amt5 < 738011.81 ∧ bill_amt6 < 906052.38 ∧ 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 16 with 1.46 for class 0 with likelihood 77.70%: limit_bal < 964942.56 ∧ 0.73 < pay_0 ∧ pay_2 < 6.94 ∧ pay_4 < 5.34 ∧ bill_amt1 < 943518.19 ∧ bill_amt2 < 963476.56 ∧ -129481.36 < bill_amt3 < 1623009.38 ∧ -146233.34 < bill_amt4 < 873129.94 ∧ bill_amt5 < 909011.44 ∧ bill_amt6 < 944580.94 ∧ 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 12 with 1.00 for class 0 with likelihood 81.71%: 1.05 < pay_0 ∧ -1.43 < pay_2 < 7.59 ∧ -1.40 < pay_3 ∧ sex:1 = 1.0 ∧ sex:2 = 1.0 ∧ education:0 = 1.0 ∧ education:1 = 1.0 ∧ education:2 = 1.0 ∧ education:3 = 1.0 ∧ education:4 = 1.0 ∧ education:5 = 1.0 ∧ education:6 = 1.0 ∧ marriage:0 = 1.0 ∧ marriage:1 = 1.0 ∧ marriage:2 = 1.0 ∧ marriage:3 = 1.0
