Rule 14 with 7.86 for class 1 with likelihood 67.49%: limit_bal < 959994.69 ∧ 1.45 < pay_0 < 5.43 ∧ -0.55 < pay_2 < 7.05 ∧ bill_amt1 < 911835.75 ∧ bill_amt2 < 930381.75 ∧ bill_amt3 < 1623966.62 ∧ -167379.06 < bill_amt4 < 843257.50 ∧ bill_amt5 < 741278.88 ∧ bill_amt6 < 916938.50
Rule 9 with 5.08 for class 0 with likelihood 62.84%: limit_bal < 961908.19 ∧ 0.63 < pay_0 ∧ pay_2 < 7.36 ∧ pay_4 < 6.31 ∧ bill_amt1 < 935636.94 ∧ bill_amt2 < 955040.88 ∧ bill_amt3 < 1628776.50 ∧ -147768.83 < bill_amt4 < 865412.94 ∧ bill_amt5 < 748860.50 ∧ bill_amt6 < 937444.62 ∧ education:4 = 0.0
Rule 10 with 4.40 for class 0 with likelihood 64.62%: limit_bal < 945932.69 ∧ 0.64 < pay_0 ∧ pay_2 < 7.31 ∧ pay_4 < 5.48 ∧ bill_amt1 < 912394.25 ∧ bill_amt2 < 930204.44 ∧ bill_amt3 < 1636292.50 ∧ -147803.53 < bill_amt4 < 843088.56 ∧ bill_amt5 < 754908.69 ∧ bill_amt6 < 916818.38 ∧ education:4 = 0.0
Rule 1 with 3.79 for class 0 with likelihood 89.11%: 140539.62 < limit_bal ∧ pay_0 < 5.69 ∧ pay_5 < 6.91 ∧ pay_6 < 6.34 ∧ -244768.17 < bill_amt6 ∧ 2171.28 < pay_amt1
Rule 6 with 3.38 for class 0 with likelihood 87.66%: 65203.15 < limit_bal ∧ pay_0 < 5.94 ∧ pay_3 < 6.99 ∧ pay_4 < 7.40 ∧ pay_5 < 6.00 ∧ pay_6 < 5.09 ∧ -240808.86 < bill_amt6 ∧ 2441.68 < pay_amt1
Rule 3 with 3.17 for class 0 with likelihood 86.59%: 49428.01 < limit_bal ∧ pay_0 < 5.94 ∧ pay_3 < 7.12 ∧ pay_4 < 6.35 ∧ pay_5 < 5.07 ∧ pay_6 < 5.02 ∧ -242043.52 < bill_amt6 ∧ 1654.31 < pay_amt1
Rule 4 with 3.09 for class 0 with likelihood 87.11%: 51997.00 < limit_bal ∧ pay_0 < 6.26 ∧ pay_3 < 6.98 ∧ pay_4 < 5.94 ∧ pay_5 < 5.01 ∧ pay_6 < 0.50 ∧ -243909.45 < bill_amt6 ∧ 1776.63 < pay_amt1
Rule 0 with 3.07 for class 0 with likelihood 84.91%: 23995.67 < limit_bal ∧ pay_0 < 5.42 ∧ pay_3 < 7.12 ∧ pay_5 < 5.98 ∧ pay_6 < 5.06 ∧ -238600.73 < bill_amt6 ∧ 3349.37 < pay_amt1
Rule 5 with 3.06 for class 0 with likelihood 85.97%: 103935.06 < limit_bal ∧ pay_0 < 4.71 ∧ pay_3 < 6.89 ∧ pay_4 < 7.61 ∧ pay_5 < 5.27 ∧ pay_6 < 0.79 ∧ -239157.52 < bill_amt6
Rule 2 with 2.86 for class 0 with likelihood 85.49%: 66225.06 < limit_bal ∧ pay_0 < 5.06 ∧ pay_3 < 7.22 ∧ pay_4 < 6.03 ∧ pay_5 < 5.05 ∧ pay_6 < 0.79 ∧ -246818.42 < bill_amt6
Rule 12 with 1.34 for class 0 with likelihood 80.19%: 22.98 < age < 77.67 ∧ 1.08 < pay_0 ∧ -1.90 < pay_2 < 6.47 ∧ -1.90 < pay_3 ∧ -1.93 < pay_4 < 5.06 ∧ -1.91 < pay_5 ∧ -1.89 < pay_6 ∧ 202.84 < bill_amt1 < 897480.75 ∧ -14872.54 < bill_amt2 < 916319.88 ∧ -113099.56 < bill_amt3 < 1637845.00 ∧ -146418.78 < bill_amt4 < 830937.50 ∧ -64478.84 < bill_amt5 < 868577.69 ∧ bill_amt6 < 905540.88 ∧ sex:1 = 1.0 ∧ sex:2 = 0.0 ∧ education:0 = 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 = 0.0 ∧ marriage:3 = 1.0
Rule 7 with 1.28 for class 0 with likelihood 80.54%: 24.20 < age < 77.54 ∧ 1.64 < pay_0 ∧ -1.42 < pay_2 < 6.66 ∧ -1.39 < pay_3 ∧ -1.47 < pay_4 ∧ -1.51 < pay_5 ∧ -1.52 < pay_6 ∧ 11914.28 < bill_amt1 < 946325.12 ∧ -5768.39 < bill_amt2 < 966206.25 ∧ -118728.45 < bill_amt3 < 1636722.62 ∧ -140597.14 < bill_amt4 < 875560.88 ∧ -56561.57 < bill_amt5 < 912015.06 ∧ bill_amt6 < 946830.25 ∧ 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
Rule 8 with 1.25 for class 0 with likelihood 81.06%: 24.24 < age < 76.47 ∧ 1.54 < pay_0 ∧ -1.45 < pay_2 < 6.73 ∧ -1.42 < pay_3 ∧ -1.49 < pay_4 ∧ -1.53 < pay_5 ∧ -1.54 < pay_6 ∧ 11435.07 < bill_amt1 < 944575.25 ∧ -6327.26 < bill_amt2 < 964351.31 ∧ -131684.50 < bill_amt3 < 1642715.88 ∧ -138862.94 < bill_amt4 < 873898.56 ∧ -57200.43 < bill_amt5 < 910286.62 ∧ bill_amt6 < 945294.00 ∧ 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
Rule 11 with 1.21 for class 0 with likelihood 80.59%: 23.77 < age < 77.51 ∧ 1.34 < pay_0 ∧ -1.56 < pay_2 < 6.79 ∧ -1.58 < pay_3 ∧ -1.62 < pay_4 ∧ -1.65 < pay_5 ∧ -1.66 < pay_6 ∧ 9413.52 < bill_amt1 < 935981.69 ∧ -8323.82 < bill_amt2 < 955998.44 ∧ -142144.88 < bill_amt3 < 1604142.12 ∧ -76583.73 < bill_amt4 < 866373.75 ∧ -59331.21 < bill_amt5 < 903341.75 ∧ bill_amt6 < 938335.69 ∧ sex:1 = 1.0 ∧ sex:2 = 0.0 ∧ 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 = 0.0 ∧ marriage:3 = 1.0
Rule 13 with 1.00 for class 0 with likelihood 80.79%: 24.21 < age < 76.96 ∧ 1.76 < pay_0 ∧ -1.40 < pay_2 < 6.58 ∧ -1.36 < pay_3 ∧ -1.44 < pay_4 ∧ -1.48 < pay_5 ∧ -1.49 < pay_6 ∧ -5278.64 < bill_amt2 < 968213.38 ∧ -131135.11 < bill_amt3 < 1615126.62 ∧ -125814.54 < bill_amt4 < 877383.44 ∧ -54779.81 < bill_amt5 < 913741.38 ∧ bill_amt6 < 948518.69 ∧ 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
