Rule 15 with 7.26 for class 1 with likelihood 67.77%: limit_bal < 950576.19 ∧ 1.49 < pay_0 < 7.77 ∧ -0.72 < pay_2 < 6.51 ∧ -85210.78 < bill_amt1 < 913918.00 ∧ bill_amt2 < 934996.94 ∧ -156994.55 < bill_amt3 < 1634659.12 ∧ -154455.31 < bill_amt4 < 847390.56 ∧ bill_amt5 < 742559.50 ∧ -83311.71 < bill_amt6 < 920743.31
Rule 16 with 6.75 for class 1 with likelihood 50.86%: limit_bal < 914974.19 ∧ age < 75.59 ∧ 0.65 < pay_0 ∧ -0.40 < pay_2 < 7.57 ∧ pay_4 < 6.35 ∧ -87539.69 < bill_amt1 < 911424.56 ∧ -5004.28 < bill_amt2 < 932617.12 ∧ bill_amt3 < 1635927.38 ∧ -109296.49 < bill_amt4 < 845228.50 ∧ bill_amt5 < 757010.88 ∧ -81929.44 < bill_amt6 < 918734.88
Rule 14 with 5.79 for class 1 with likelihood 54.88%: limit_bal < 969501.25 ∧ 1.51 < pay_0 < 7.61 ∧ -1.38 < pay_2 < 5.52 ∧ -83208.20 < bill_amt1 < 944825.75 ∧ bill_amt2 < 964897.31 ∧ bill_amt3 < 1647696.12 ∧ -151241.25 < bill_amt4 < 874390.50 ∧ bill_amt5 < 901165.38 ∧ -83667.59 < bill_amt6 < 945746.81 ∧ education:4 = 0.0
Rule 18 with 4.63 for class 0 with likelihood 57.72%: limit_bal < 961412.75 ∧ 1.53 < pay_0 < 7.70 ∧ -1.90 < pay_2 < 5.71 ∧ -74805.84 < bill_amt1 < 939796.19 ∧ bill_amt2 < 960037.75 ∧ -153759.11 < bill_amt3 < 1638843.88 ∧ -153964.19 < bill_amt4 < 869994.75 ∧ bill_amt5 < 764979.00 ∧ -95261.04 < bill_amt6 < 941674.81
Rule 1 with 3.65 for class 0 with likelihood 89.77%: 150729.19 < limit_bal ∧ pay_0 < 6.14 ∧ pay_3 < 6.54 ∧ pay_5 < 6.81 ∧ pay_6 < 5.52 ∧ 2373.03 < pay_amt1
Rule 3 with 3.62 for class 0 with likelihood 89.85%: 152953.34 < limit_bal ∧ pay_0 < 6.14 ∧ pay_3 < 6.78 ∧ pay_4 < 7.56 ∧ pay_5 < 4.26 ∧ pay_6 < 6.45 ∧ 2132.70 < pay_amt1
Rule 4 with 3.41 for class 0 with likelihood 87.49%: 57854.37 < limit_bal ∧ pay_0 < 6.24 ∧ pay_3 < 6.54 ∧ pay_4 < 5.94 ∧ pay_5 < 3.86 ∧ pay_6 < 6.47 ∧ 2462.15 < pay_amt1
Rule 9 with 3.29 for class 0 with likelihood 85.32%: 118945.41 < limit_bal ∧ pay_0 < 6.10 ∧ pay_3 < 6.84 ∧ pay_4 < 6.25 ∧ pay_5 < 4.18 ∧ pay_6 < 6.54
Rule 0 with 3.25 for class 0 with likelihood 86.89%: 67648.79 < limit_bal ∧ pay_0 < 6.13 ∧ pay_3 < 6.06 ∧ pay_4 < 7.58 ∧ pay_5 < 6.11 ∧ pay_6 < 4.47 ∧ 2739.61 < pay_amt1
Rule 2 with 3.22 for class 0 with likelihood 85.18%: 45505.45 < limit_bal ∧ pay_0 < 6.07 ∧ pay_3 < 7.08 ∧ pay_4 < 7.26 ∧ pay_5 < 5.80 ∧ pay_6 < 4.40 ∧ 1219.76 < pay_amt1
Rule 8 with 3.21 for class 0 with likelihood 87.53%: 59907.01 < limit_bal ∧ pay_0 < 6.08 ∧ pay_3 < 7.15 ∧ pay_4 < 6.17 ∧ pay_5 < 4.69 ∧ pay_6 < 5.14 ∧ 2595.18 < pay_amt1
Rule 5 with 3.19 for class 0 with likelihood 85.23%: 41947.11 < limit_bal ∧ pay_0 < 5.92 ∧ pay_3 < 6.89 ∧ pay_4 < 5.96 ∧ pay_5 < 2.00 ∧ pay_6 < 5.12 ∧ 594.38 < pay_amt1
Rule 13 with 3.14 for class 0 with likelihood 71.18%: limit_bal < 958791.56 ∧ 0.62 < pay_0 ∧ pay_2 < 7.39 ∧ -72204.57 < bill_amt1 < 937599.88 ∧ -37268.48 < bill_amt2 < 957925.31 ∧ -138376.98 < bill_amt3 < 1627615.88 ∧ -113230.48 < bill_amt4 < 868078.44 ∧ bill_amt5 < 893151.94 ∧ -117116.55 < bill_amt6 < 939915.75 ∧ education:4 = 0.0
Rule 7 with 2.78 for class 0 with likelihood 82.87%: pay_0 < 5.74 ∧ pay_3 < 7.11 ∧ pay_4 < 7.76 ∧ pay_5 < 5.58 ∧ pay_6 < 0.46
Rule 6 with 2.70 for class 0 with likelihood 81.36%: pay_0 < 5.96 ∧ pay_3 < 7.26 ∧ pay_4 < 7.32 ∧ pay_5 < 5.61 ∧ pay_6 < 5.11
Rule 19 with 2.27 for class 0 with likelihood 74.31%: limit_bal < 895722.62 ∧ 0.66 < pay_0 ∧ pay_2 < 7.22 ∧ pay_4 < 5.80 ∧ -32700.81 < bill_amt1 < 885384.69 ∧ -39669.42 < bill_amt2 < 907460.56 ∧ -136253.80 < bill_amt3 < 1641490.62 ∧ -119359.18 < bill_amt4 < 822532.44 ∧ bill_amt5 < 747080.50 ∧ -111837.74 < bill_amt6 < 897752.25 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 10 with 1.90 for class 0 with likelihood 76.51%: limit_bal < 961476.50 ∧ 0.68 < pay_0 ∧ pay_2 < 6.16 ∧ pay_4 < 6.09 ∧ -59287.52 < bill_amt1 < 938805.56 ∧ -39098.77 < bill_amt2 < 959066.50 ∧ -127602.06 < bill_amt3 < 1631212.62 ∧ -118327.02 < bill_amt4 < 869128.38 ∧ bill_amt5 < 903666.19 ∧ -109734.87 < bill_amt6 < 940882.56 ∧ education:4 = 0.0 ∧ education:6 = 0.0 ∧ marriage:1 = 0.0 ∧ marriage:2 = 0.0
Rule 12 with 1.70 for class 0 with likelihood 76.96%: limit_bal < 947966.88 ∧ 0.75 < pay_0 ∧ pay_2 < 6.90 ∧ pay_4 < 5.57 ∧ -61367.96 < bill_amt1 < 931238.81 ∧ -34409.33 < bill_amt2 < 951751.75 ∧ -101563.66 < bill_amt3 < 1635308.88 ∧ -141685.17 < bill_amt4 < 862523.62 ∧ bill_amt5 < 899153.88 ∧ -192895.03 < bill_amt6 < 934766.81 ∧ 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 1.09 for class 0 with likelihood 80.56%: limit_bal < 968941.69 ∧ 22.66 < age ∧ 1.08 < pay_0 ∧ -1.94 < pay_2 < 5.46 ∧ -1.93 < pay_3 ∧ -1.93 < pay_4 < 5.63 ∧ -1.93 < pay_5 ∧ -1.92 < pay_6 ∧ -77155.05 < bill_amt1 < 946384.50 ∧ -20234.21 < bill_amt2 < 966407.31 ∧ -133126.59 < bill_amt3 < 1625754.62 ∧ -83235.92 < bill_amt4 < 875748.00 ∧ -67400.56 < bill_amt5 < 912194.56 ∧ -195533.00 < bill_amt6 < 947003.38 ∧ sex:1 = 1.0 ∧ sex:2 = 0.0 ∧ education:0 = 0.0 ∧ education:2 = 1.0 ∧ education:3 = 1.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0 ∧ marriage:1 = 1.0 ∧ marriage:2 = 0.0
Rule 17 with 1.00 for class 0 with likelihood 81.40%: 11952.60 < limit_bal < 963653.06 ∧ 24.18 < age < 76.50 ∧ 1.57 < pay_0 ∧ -1.49 < pay_2 < 6.89 ∧ -1.49 < pay_3 ∧ -1.55 < pay_4 ∧ -1.60 < pay_5 ∧ -1.62 < pay_6 ∧ -43382.87 < bill_amt1 < 942837.81 ∧ -39409.01 < bill_amt2 < 962983.94 ∧ -132648.36 < bill_amt3 < 1649831.00 ∧ -151777.33 < bill_amt4 < 872658.69 ∧ -57920.66 < bill_amt5 < 909274.62 ∧ -191782.56 < bill_amt6 < 944141.62 ∧ 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
