Rule 12 with 7.66 for class 1 with likelihood 64.65%: limit_bal < 972444.81 ∧ 1.50 < pay_0 ∧ pay_2 < 7.23 ∧ -90387.88 < bill_amt1 < 935705.81 ∧ bill_amt2 < 956077.44 ∧ bill_amt3 < 716033.00 ∧ -160738.23 < bill_amt4 < 866419.88 ∧ bill_amt5 < 742633.12 ∧ bill_amt6 < 938376.88 ∧ education:4 = 0.0
Rule 9 with 5.74 for class 0 with likelihood 56.84%: limit_bal < 963839.12 ∧ 0.67 < pay_0 ∧ -0.39 < pay_2 < 7.44 ∧ pay_3 < 6.38 ∧ -85477.03 < bill_amt1 < 920754.81 ∧ bill_amt2 < 941598.62 ∧ -155108.41 < bill_amt3 < 731405.56 ∧ -154885.61 < bill_amt4 < 853357.06 ∧ bill_amt5 < 744284.38 ∧ bill_amt6 < 926307.31
Rule 14 with 3.71 for class 0 with likelihood 69.40%: limit_bal < 936369.62 ∧ 0.59 < pay_0 ∧ pay_2 < 7.26 ∧ pay_3 < 5.39 ∧ -78039.19 < bill_amt1 < 891119.25 ∧ bill_amt2 < 912915.81 ∧ -152456.06 < bill_amt3 < 805577.25 ∧ -147955.08 < bill_amt4 < 827519.56 ∧ bill_amt5 < 755198.38 ∧ bill_amt6 < 902416.75 ∧ education:4 = 0.0
Rule 1 with 3.63 for class 0 with likelihood 87.39%: 166218.27 < limit_bal ∧ pay_0 < 5.80 ∧ pay_4 < 7.26 ∧ pay_5 < 6.25 ∧ pay_6 < 6.36 ∧ -245580.77 < bill_amt6 ∧ 58.79 < pay_amt1
Rule 3 with 3.46 for class 0 with likelihood 87.74%: 149016.22 < limit_bal ∧ pay_0 < 5.22 ∧ pay_3 < 7.71 ∧ pay_4 < 6.08 ∧ pay_5 < 5.13 ∧ pay_6 < 0.80 ∧ -239689.48 < bill_amt6
Rule 5 with 3.36 for class 0 with likelihood 87.41%: 105437.71 < limit_bal ∧ pay_0 < 5.69 ∧ pay_3 < 7.94 ∧ pay_4 < 6.10 ∧ pay_5 < 4.40 ∧ pay_6 < 6.30 ∧ -244682.64 < bill_amt6 ∧ 610.00 < pay_amt1
Rule 6 with 3.09 for class 0 with likelihood 86.73%: 96794.34 < limit_bal ∧ pay_0 < 5.24 ∧ pay_3 < 7.75 ∧ pay_4 < 6.21 ∧ pay_5 < 5.01 ∧ pay_6 < 0.78 ∧ -243606.61 < bill_amt6
Rule 8 with 2.95 for class 0 with likelihood 73.14%: limit_bal < 943406.88 ∧ age < 76.93 ∧ 0.61 < pay_0 ∧ pay_2 < 7.12 ∧ pay_3 < 5.12 ∧ -77896.97 < bill_amt1 < 921022.88 ∧ bill_amt2 < 941899.56 ∧ -143425.34 < bill_amt3 < 706889.00 ∧ -114201.51 < bill_amt4 < 853519.25 ∧ bill_amt5 < 768686.75 ∧ bill_amt6 < 926544.31 ∧ education:4 = 0.0
Rule 0 with 2.92 for class 0 with likelihood 86.14%: 49512.59 < limit_bal ∧ pay_0 < 5.31 ∧ pay_3 < 7.92 ∧ pay_4 < 7.27 ∧ pay_5 < 6.24 ∧ pay_6 < 5.05 ∧ -245041.55 < bill_amt6 ∧ 2245.29 < pay_amt1
Rule 4 with 2.86 for class 0 with likelihood 85.89%: 48135.52 < limit_bal ∧ pay_0 < 5.09 ∧ pay_3 < 7.75 ∧ pay_4 < 6.41 ∧ pay_5 < 5.17 ∧ pay_6 < 4.18 ∧ -241121.70 < bill_amt6 ∧ 1957.38 < pay_amt1
Rule 2 with 2.73 for class 0 with likelihood 84.02%: 22129.59 < limit_bal ∧ pay_0 < 5.44 ∧ pay_4 < 6.49 ∧ pay_5 < 5.36 ∧ pay_6 < 3.37 ∧ -238523.83 < bill_amt6 ∧ 2073.56 < pay_amt1
Rule 11 with 1.30 for class 0 with likelihood 81.24%: 25215.45 < limit_bal < 973241.12 ∧ 23.58 < age < 77.00 ∧ 1.16 < pay_0 ∧ -1.74 < pay_2 < 6.95 ∧ -1.75 < pay_3 ∧ -1.77 < pay_4 ∧ -1.80 < pay_5 ∧ -1.76 < pay_6 ∧ -42589.79 < bill_amt1 < 949049.12 ∧ -27442.36 < bill_amt2 < 968986.31 ∧ -124868.88 < bill_amt3 < 836826.62 ∧ -143956.89 < bill_amt4 < 878080.31 ∧ -43748.11 < bill_amt5 < 914400.00 ∧ bill_amt6 < 949163.56 ∧ 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 1.17 for class 0 with likelihood 81.48%: 24.07 < age < 74.42 ∧ 1.71 < pay_0 ∧ -1.42 < pay_2 < 6.49 ∧ -1.37 < pay_3 ∧ -1.45 < pay_4 ∧ -1.49 < pay_5 ∧ -1.49 < pay_6 ∧ -122437.94 < bill_amt1 < 944330.88 ∧ -39330.76 < bill_amt2 < 964413.38 ∧ -109135.06 < bill_amt3 < 834341.81 ∧ -151714.97 < bill_amt4 < 873959.88 ∧ -37303.22 < bill_amt5 < 910499.94 ∧ bill_amt6 < 945349.12 ∧ 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 13 with 1.08 for class 0 with likelihood 79.89%: limit_bal < 919145.56 ∧ 21.67 < age < 75.39 ∧ 0.80 < pay_0 ∧ pay_2 < 6.59 ∧ pay_3 < 5.18 ∧ -57866.35 < bill_amt1 < 886431.12 ∧ -36821.46 < bill_amt2 < 908140.44 ∧ -97174.36 < bill_amt3 < 836504.62 ∧ -152495.33 < bill_amt4 < 823390.94 ∧ -60158.47 < bill_amt5 < 854874.69 ∧ bill_amt6 < 898612.38 ∧ 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 = 1.0 ∧ marriage:2 = 0.0
Rule 10 with 1.00 for class 0 with likelihood 81.05%: 1.56 < pay_0 ∧ -1.36 < pay_2 < 6.35 ∧ -1.34 < pay_3 < 7.96 ∧ -1.41 < pay_4 ∧ 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
