Rule 10 with 7.03 for class 1 with likelihood 67.23%: limit_bal < 967070.06 ∧ 1.49 < pay_0 ∧ -1.76 < pay_2 < 7.21 ∧ -81836.08 < bill_amt1 < 937151.19 ∧ bill_amt2 < 957508.75 ∧ bill_amt3 < 1635595.50 ∧ -163104.08 < bill_amt4 < 867709.38 ∧ bill_amt5 < 749061.88 ∧ -95456.62 < bill_amt6 < 939539.12
Rule 11 with 6.20 for class 1 with likelihood 50.57%: limit_bal < 966978.25 ∧ 0.65 < pay_0 < 7.48 ∧ -0.39 < pay_2 < 6.14 ∧ pay_4 < 6.44 ∧ -84372.03 < bill_amt1 < 942296.56 ∧ bill_amt2 < 962464.56 ∧ -152134.31 < bill_amt3 < 1646248.75 ∧ -159441.75 < bill_amt4 < 872185.75 ∧ bill_amt5 < 762899.94 ∧ -80509.78 < bill_amt6 < 943617.00
Rule 9 with 4.18 for class 0 with likelihood 59.45%: limit_bal < 949659.50 ∧ 1.51 < pay_0 ∧ -1.74 < pay_2 < 6.36 ∧ -76206.76 < bill_amt1 < 898230.31 ∧ bill_amt2 < 919850.38 ∧ -156656.19 < bill_amt3 < 1650246.12 ∧ -133830.41 < bill_amt4 < 833675.31 ∧ bill_amt5 < 735636.31 ∧ -94776.55 < bill_amt6 < 908104.94 ∧ education:4 = 0.0
Rule 5 with 3.81 for class 0 with likelihood 88.84%: 79498.00 < limit_bal ∧ pay_0 < 0.41 ∧ pay_3 < 6.72 ∧ pay_4 < 7.91 ∧ pay_5 < 5.33 ∧ pay_6 < 0.81
Rule 4 with 3.79 for class 0 with likelihood 87.03%: 158002.58 < limit_bal ∧ pay_0 < 6.11 ∧ pay_3 < 6.65 ∧ pay_5 < 6.57 ∧ pay_6 < 6.07 ∧ 33.35 < pay_amt1
Rule 6 with 3.36 for class 0 with likelihood 86.82%: 76236.37 < limit_bal ∧ pay_0 < 6.09 ∧ pay_3 < 6.38 ∧ pay_4 < 7.36 ∧ pay_5 < 5.15 ∧ pay_6 < 0.80
Rule 2 with 3.18 for class 0 with likelihood 86.02%: 52294.11 < limit_bal ∧ pay_0 < 6.16 ∧ pay_3 < 6.69 ∧ pay_4 < 5.88 ∧ pay_5 < 0.88 ∧ pay_6 < 5.38
Rule 0 with 3.07 for class 0 with likelihood 84.63%: 45674.78 < limit_bal ∧ pay_0 < 5.92 ∧ pay_3 < 6.79 ∧ pay_4 < 6.50 ∧ pay_5 < 4.92 ∧ pay_6 < 0.73
Rule 1 with 2.87 for class 0 with likelihood 83.21%: 42935.64 < limit_bal ∧ pay_0 < 6.13 ∧ pay_3 < 7.10 ∧ pay_4 < 7.78 ∧ pay_5 < 6.06 ∧ pay_6 < 4.85
Rule 3 with 2.60 for class 0 with likelihood 81.48%: 18268.24 < limit_bal ∧ pay_0 < 6.07 ∧ pay_3 < 7.20 ∧ pay_4 < 7.83 ∧ pay_5 < 5.43 ∧ pay_6 < 4.47
Rule 7 with 2.38 for class 0 with likelihood 73.28%: limit_bal < 962925.00 ∧ 0.58 < pay_0 < 7.61 ∧ pay_2 < 5.69 ∧ pay_4 < 5.48 ∧ -71954.48 < bill_amt1 < 941375.50 ∧ -42246.74 < bill_amt2 < 961571.81 ∧ -137663.47 < bill_amt3 < 1642822.38 ∧ -114138.10 < bill_amt4 < 871381.50 ∧ bill_amt5 < 906138.75 ∧ -117498.59 < bill_amt6 < 942963.88 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0 ∧ marriage:1 = 0.0 ∧ marriage:2 = 0.0
Rule 8 with 1.99 for class 0 with likelihood 74.68%: limit_bal < 961637.06 ∧ 0.59 < pay_0 ∧ pay_2 < 5.30 ∧ pay_4 < 6.05 ∧ -70849.38 < bill_amt1 < 940580.50 ∧ -44407.68 < bill_amt2 < 960795.25 ∧ -142583.48 < bill_amt3 < 1638082.88 ∧ -135455.38 < bill_amt4 < 870683.81 ∧ bill_amt5 < 906215.25 ∧ -122071.87 < bill_amt6 < 942318.81 ∧ sex:1 = 0.0 ∧ sex:2 = 0.0 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0 ∧ marriage:1 = 0.0 ∧ marriage:2 = 0.0
Rule 14 with 1.21 for class 0 with likelihood 80.58%: -0.05 < pay_0 ∧ -1.40 < pay_2 < 6.46 ∧ -1.39 < pay_3 ∧ -1.44 < 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
Rule 13 with 1.07 for class 0 with likelihood 80.06%: 24.52 < age < 74.14 ∧ 1.59 < pay_0 ∧ -1.43 < pay_2 < 6.70 ∧ -1.41 < pay_3 ∧ -1.45 < pay_4 ∧ -1.50 < pay_5 ∧ -1.50 < pay_6 ∧ -24328.70 < bill_amt1 < 941153.50 ∧ -39615.36 < bill_amt2 < 961396.44 ∧ -134083.38 < bill_amt3 < 1650387.88 ∧ -140134.75 < bill_amt4 < 871222.94 ∧ -56732.58 < bill_amt5 < 907889.25 ∧ -155383.58 < bill_amt6 < 942813.12 ∧ 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 12 with 1.00 for class 0 with likelihood 79.90%: 34315.36 < limit_bal < 951159.31 ∧ 24.44 < age < 75.81 ∧ 1.56 < pay_0 ∧ -1.46 < pay_2 < 6.38 ∧ -1.47 < pay_3 ∧ -1.51 < pay_4 ∧ -1.56 < pay_5 ∧ -1.58 < pay_6 ∧ -144218.22 < bill_amt1 < 934933.62 ∧ -39571.02 < bill_amt2 < 955329.19 ∧ -136549.69 < bill_amt3 < 1633197.75 ∧ -137304.66 < bill_amt4 < 865743.19 ∧ -60851.67 < bill_amt5 < 902720.50 ∧ -190816.95 < bill_amt6 < 937741.19 ∧ 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
