Rule 9 with 7.70 for class 1 with likelihood 66.21%: 1.37 < pay_0 ∧ -0.49 < pay_2 < 7.31 ∧ -94081.02 < bill_amt1 ∧ bill_amt2 < 724571.69 ∧ bill_amt3 < 1647175.25 ∧ bill_amt4 < 633251.12
Rule 7 with 4.79 for class 0 with likelihood 63.38%: 0.58 < pay_0 ∧ pay_2 < 7.31 ∧ -84749.69 < bill_amt1 ∧ -11749.16 < bill_amt2 < 728386.44 ∧ -148922.69 < bill_amt3 < 1640677.38 ∧ bill_amt4 < 664240.31 ∧ marriage:1 = 0.0 ∧ marriage:2 = 0.0
Rule 5 with 3.60 for class 0 with likelihood 88.75%: 75234.00 < limit_bal ∧ age < 54.92 ∧ pay_0 < 6.09 ∧ pay_3 < 6.52 ∧ pay_4 < 7.87 ∧ pay_5 < 5.18 ∧ pay_6 < 0.70 ∧ -236524.95 < bill_amt6 ∧ 2075.88 < pay_amt1
Rule 3 with 3.53 for class 0 with likelihood 85.49%: 186188.16 < limit_bal ∧ pay_0 < 6.26 ∧ pay_3 < 5.54 ∧ pay_4 < 7.82 ∧ pay_5 < 6.42 ∧ pay_6 < 5.20 ∧ -242046.27 < bill_amt6
Rule 1 with 3.28 for class 0 with likelihood 87.10%: 54196.32 < limit_bal ∧ pay_0 < 6.14 ∧ pay_3 < 7.43 ∧ pay_4 < 7.09 ∧ pay_5 < 3.19 ∧ pay_6 < 0.74 ∧ -242412.55 < bill_amt6 ∧ 2647.57 < pay_amt1
Rule 6 with 3.22 for class 0 with likelihood 86.82%: 58239.86 < limit_bal ∧ age < 54.68 ∧ pay_0 < 5.07 ∧ pay_3 < 6.75 ∧ pay_4 < 7.91 ∧ pay_5 < 4.69 ∧ pay_6 < 0.68 ∧ -233878.30 < bill_amt6 ∧ 1497.53 < pay_amt1
Rule 0 with 3.15 for class 0 with likelihood 85.20%: 123176.05 < limit_bal ∧ pay_0 < 5.91 ∧ pay_3 < 7.37 ∧ pay_4 < 5.63 ∧ pay_5 < 0.71 ∧ pay_6 < 2.04 ∧ -243254.27 < bill_amt6
Rule 2 with 3.08 for class 0 with likelihood 84.66%: 21127.92 < limit_bal ∧ pay_0 < 6.16 ∧ pay_3 < 7.20 ∧ pay_4 < 6.74 ∧ pay_5 < 4.33 ∧ pay_6 < 5.04 ∧ -240954.33 < bill_amt6 ∧ 1533.82 < pay_amt1 ∧ 2671.06 < pay_amt2
Rule 4 with 3.04 for class 0 with likelihood 85.95%: 46608.63 < limit_bal ∧ pay_0 < 6.28 ∧ pay_3 < 7.34 ∧ pay_4 < 5.88 ∧ pay_5 < 4.68 ∧ pay_6 < 0.75 ∧ -244812.14 < bill_amt6 ∧ 1521.58 < pay_amt1
Rule 12 with 2.16 for class 0 with likelihood 72.95%: 0.65 < pay_0 ∧ pay_2 < 6.47 ∧ -72891.02 < bill_amt1 ∧ -43964.93 < bill_amt2 < 716031.19 ∧ -133298.33 < bill_amt3 < 1642013.38 ∧ bill_amt4 < 638662.06 ∧ bill_amt6 < 566020.69 ∧ sex:1 = 0.0 ∧ sex:2 = 0.0 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ marriage:1 = 0.0 ∧ marriage:2 = 0.0
Rule 8 with 1.96 for class 0 with likelihood 73.93%: 0.66 < pay_0 ∧ pay_2 < 7.25 ∧ -72020.65 < bill_amt1 ∧ -47604.56 < bill_amt2 < 728406.75 ∧ -138139.20 < bill_amt3 < 1637720.50 ∧ bill_amt4 < 690275.94 ∧ 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 13 with 1.41 for class 0 with likelihood 75.67%: 0.66 < pay_0 ∧ pay_2 < 6.25 ∧ -64415.67 < bill_amt1 < 650921.62 ∧ bill_amt2 < 718414.62 ∧ -134377.00 < bill_amt3 < 1630632.75 ∧ -75344.98 < bill_amt4 < 692503.69 ∧ -75535.66 < bill_amt5 ∧ bill_amt6 < 556076.25 ∧ 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 1.27 for class 0 with likelihood 78.18%: 22.45 < age < 78.41 ∧ 0.80 < pay_0 ∧ pay_2 < 6.15 ∧ -67750.95 < bill_amt1 ∧ -28300.50 < bill_amt2 < 716300.38 ∧ -136770.38 < bill_amt3 < 1635431.50 ∧ -67067.10 < bill_amt4 < 676462.62 ∧ -67405.61 < bill_amt5 ∧ bill_amt6 < 557135.12 ∧ 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 11 with 1.15 for class 0 with likelihood 80.21%: 24.17 < age < 75.79 ∧ 1.35 < pay_0 ∧ -1.51 < pay_2 < 6.32 ∧ -1.52 < pay_3 ∧ -1.61 < pay_4 ∧ -1.65 < pay_5 ∧ -1.65 < pay_6 ∧ -38535.71 < bill_amt1 < 634257.75 ∧ -40613.96 < bill_amt2 < 718074.06 ∧ -140183.78 < bill_amt3 < 1636372.50 ∧ -57872.73 < bill_amt4 < 687726.94 ∧ -58715.67 < bill_amt5 < 574583.19 ∧ bill_amt6 < 549048.31 ∧ 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 14 with 1.00 for class 0 with likelihood 79.64%: 24.23 < age < 77.63 ∧ 1.80 < pay_0 ∧ -1.43 < pay_2 < 6.71 ∧ -1.44 < pay_3 ∧ -1.55 < pay_4 ∧ -1.59 < pay_5 ∧ -1.60 < pay_6 ∧ -30023.22 < bill_amt1 < 635449.38 ∧ -41421.32 < bill_amt2 < 710848.31 ∧ -139654.52 < bill_amt3 < 1643385.38 ∧ -58281.69 < bill_amt4 < 682101.44 ∧ -55629.90 < bill_amt5 < 568844.50 ∧ bill_amt6 < 549495.94 ∧ 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
