Rule 12 with 7.64 for class 1 with likelihood 67.24%: 1.48 < pay_0 ∧ -1.22 < pay_2 < 7.34 ∧ -87539.95 < bill_amt1 ∧ bill_amt2 < 707926.75 ∧ bill_amt3 < 1646078.50 ∧ bill_amt4 < 623149.88
Rule 19 with 6.31 for class 0 with likelihood 51.02%: 0.66 < pay_0 ∧ -0.40 < pay_2 < 7.40 ∧ pay_4 < 6.28 ∧ -87496.62 < bill_amt1 ∧ bill_amt2 < 724118.81 ∧ bill_amt3 < 1617186.50 ∧ bill_amt4 < 630969.75
Rule 3 with 3.39 for class 0 with likelihood 86.52%: 13763.48 < limit_bal ∧ pay_0 < 5.61 ∧ pay_3 < 0.98 ∧ pay_4 < 6.09 ∧ -0.36 < pay_5 < 0.84 ∧ pay_6 < 4.49 ∧ -243722.77 < bill_amt6
Rule 7 with 3.31 for class 0 with likelihood 86.20%: 142139.69 < limit_bal ∧ pay_0 < 6.19 ∧ pay_4 < 8.00 ∧ pay_5 < 6.67 ∧ pay_6 < 6.23 ∧ -236262.39 < bill_amt6
Rule 0 with 3.23 for class 0 with likelihood 86.18%: 55246.29 < limit_bal ∧ pay_0 < 6.27 ∧ pay_3 < 6.66 ∧ pay_4 < 6.89 ∧ pay_5 < 4.11 ∧ pay_6 < 0.78 ∧ -241237.08 < bill_amt6
Rule 5 with 3.22 for class 0 with likelihood 86.11%: 61628.72 < limit_bal ∧ pay_0 < 6.27 ∧ pay_3 < 7.21 ∧ pay_4 < 7.73 ∧ pay_5 < 4.60 ∧ pay_6 < 0.77 ∧ -234961.08 < bill_amt6
Rule 9 with 3.20 for class 0 with likelihood 86.80%: 150163.41 < limit_bal ∧ pay_0 < 6.22 ∧ pay_3 < 6.97 ∧ pay_4 < 7.83 ∧ pay_5 < 6.24 ∧ pay_6 < 5.00 ∧ -244203.61 < bill_amt6
Rule 8 with 3.09 for class 0 with likelihood 85.15%: 43942.45 < limit_bal ∧ pay_0 < 6.40 ∧ pay_3 < 6.67 ∧ pay_4 < 7.57 ∧ pay_5 < 4.83 ∧ pay_6 < 0.78 ∧ -241712.36 < bill_amt6
Rule 2 with 2.94 for class 0 with likelihood 85.80%: 141929.06 < limit_bal ∧ pay_0 < 6.31 ∧ pay_3 < 7.17 ∧ pay_4 < 6.68 ∧ pay_5 < 5.13 ∧ pay_6 < 4.25 ∧ -247329.52 < bill_amt6
Rule 4 with 2.88 for class 0 with likelihood 86.01%: 143977.17 < limit_bal ∧ pay_0 < 6.36 ∧ pay_3 < 7.29 ∧ pay_4 < 7.41 ∧ pay_5 < 5.33 ∧ pay_6 < 4.36 ∧ -244682.39 < bill_amt6
Rule 14 with 2.79 for class 0 with likelihood 72.15%: 0.64 < pay_0 ∧ pay_2 < 7.30 ∧ pay_3 < 6.99 ∧ pay_4 < 6.22 ∧ -77687.41 < bill_amt1 ∧ -41729.20 < bill_amt2 < 719172.94 ∧ -146701.00 < bill_amt3 < 1610597.50 ∧ bill_amt4 < 648136.81 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 6 with 2.76 for class 0 with likelihood 83.65%: 19976.49 < limit_bal ∧ pay_0 < 6.19 ∧ pay_3 < 6.74 ∧ pay_4 < 6.28 ∧ pay_5 < 0.59 ∧ pay_6 < 5.01 ∧ -243077.64 < bill_amt6
Rule 1 with 2.59 for class 0 with likelihood 85.73%: 134292.36 < limit_bal ∧ pay_0 < 6.16 ∧ pay_3 < 6.92 ∧ pay_4 < 7.86 ∧ pay_5 < 4.63 ∧ pay_6 < 5.13 ∧ -245165.89 < bill_amt6
Rule 18 with 2.42 for class 0 with likelihood 71.80%: 0.65 < pay_0 ∧ pay_2 < 6.03 ∧ pay_3 < 6.06 ∧ pay_4 < 5.33 ∧ -73384.88 < bill_amt1 ∧ -51098.00 < bill_amt2 < 717300.12 ∧ -143129.61 < bill_amt3 < 1618952.88 ∧ bill_amt4 < 691288.69 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ marriage:1 = 0.0 ∧ marriage:2 = 0.0
Rule 15 with 1.91 for class 0 with likelihood 74.92%: 0.72 < pay_0 ∧ pay_2 < 7.10 ∧ pay_3 < 6.73 ∧ pay_4 < 6.14 ∧ -65213.98 < bill_amt1 ∧ -38383.56 < bill_amt2 < 726331.12 ∧ -136521.39 < bill_amt3 < 1646874.88 ∧ bill_amt4 < 659815.81 ∧ bill_amt6 < 561569.62 ∧ 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 11 with 1.91 for class 0 with likelihood 74.91%: 0.69 < pay_0 ∧ pay_2 < 7.33 ∧ -68408.72 < bill_amt1 ∧ -49480.64 < bill_amt2 < 725299.88 ∧ -137922.38 < bill_amt3 < 1648170.88 ∧ bill_amt4 < 685240.19 ∧ 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 16 with 1.37 for class 0 with likelihood 77.18%: 0.77 < pay_0 ∧ pay_2 < 7.06 ∧ pay_3 < 5.49 ∧ pay_4 < 6.24 ∧ -73874.91 < bill_amt1 ∧ -33210.07 < bill_amt2 < 721449.50 ∧ -137369.08 < bill_amt3 < 1642156.88 ∧ -81024.66 < bill_amt4 < 679650.88 ∧ bill_amt6 < 561931.94 ∧ 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 17 with 1.36 for class 0 with likelihood 77.89%: limit_bal < 795078.31 ∧ 21.21 < age < 78.58 ∧ 0.87 < pay_0 ∧ pay_2 < 7.17 ∧ pay_4 < 5.45 ∧ -57438.29 < bill_amt1 ∧ -28530.07 < bill_amt2 < 723775.81 ∧ -133502.33 < bill_amt3 < 1642196.25 ∧ -71481.36 < bill_amt4 < 684981.94 ∧ -70991.56 < bill_amt5 < 584994.25 ∧ bill_amt6 < 551792.62 ∧ 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 13 with 1.07 for class 0 with likelihood 79.82%: 24.22 < age < 77.54 ∧ 1.60 < pay_0 ∧ -1.39 < pay_2 < 6.53 ∧ -1.36 < pay_3 ∧ -1.47 < pay_4 < 7.95 ∧ -1.52 < pay_5 ∧ -1.51 < pay_6 ∧ -106428.30 < bill_amt1 < 623880.69 ∧ -40117.14 < bill_amt2 < 700065.06 ∧ -131938.50 < bill_amt3 < 1638409.50 ∧ -57409.85 < bill_amt4 < 663789.94 ∧ -56524.56 < bill_amt5 < 573204.44 ∧ bill_amt6 < 489465.31 ∧ 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 10 with 1.00 for class 0 with likelihood 79.96%: 30998.62 < limit_bal < 758423.12 ∧ 24.02 < age < 76.99 ∧ 1.53 < pay_0 ∧ -1.41 < pay_2 < 6.76 ∧ -1.41 < pay_3 ∧ -1.54 < pay_4 ∧ -1.60 < pay_5 ∧ -1.60 < pay_6 ∧ -131128.41 < bill_amt1 < 636307.94 ∧ -39635.42 < bill_amt2 < 715710.50 ∧ -134756.31 < bill_amt3 < 1635540.62 ∧ -58495.79 < bill_amt4 < 626477.50 ∧ -58195.75 < bill_amt5 < 572008.06 ∧ bill_amt6 < 511865.00 ∧ 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
