Rule 13 with 7.70 for class 1 with likelihood 68.68%: limit_bal < 949659.81 ∧ 1.48 < pay_0 < 6.37 ∧ pay_4 < 7.58 ∧ -61207.40 < bill_amt1 < 932403.56 ∧ bill_amt2 < 952873.19 ∧ bill_amt3 < 1647564.12 ∧ -132354.70 < bill_amt4 < 863496.81 ∧ bill_amt5 < 736441.31 ∧ bill_amt6 < 935701.50
Rule 16 with 5.40 for class 1 with likelihood 55.15%: limit_bal < 969858.31 ∧ 1.52 < pay_0 < 6.38 ∧ pay_4 < 7.45 ∧ -80421.59 < bill_amt1 < 945216.44 ∧ bill_amt2 < 965272.00 ∧ bill_amt3 < 1626037.12 ∧ -146738.62 < bill_amt4 < 874740.19 ∧ bill_amt5 < 754655.88 ∧ bill_amt6 < 946072.88
Rule 3 with 4.75 for class 0 with likelihood 90.49%: 93589.60 < limit_bal ∧ age < 68.09 ∧ pay_0 < 6.99 ∧ pay_2 < 0.80 ∧ pay_3 < 5.88 ∧ pay_4 < 6.97 ∧ pay_5 < 4.55 ∧ pay_6 < 5.24 ∧ 8855.07 < bill_amt3 ∧ -246072.55 < bill_amt6
Rule 14 with 4.62 for class 0 with likelihood 50.63%: limit_bal < 918617.44 ∧ 1.51 < pay_0 < 5.39 ∧ pay_4 < 7.33 ∧ -78050.61 < bill_amt1 < 913102.12 ∧ bill_amt2 < 934207.31 ∧ bill_amt3 < 1639736.00 ∧ -147365.75 < bill_amt4 < 846672.06 ∧ bill_amt5 < 729411.56 ∧ bill_amt6 < 920098.38
Rule 8 with 4.17 for class 0 with likelihood 88.04%: 61488.70 < limit_bal ∧ age < 68.44 ∧ pay_0 < 6.99 ∧ pay_2 < 1.07 ∧ pay_3 < 5.83 ∧ pay_5 < 4.55 ∧ pay_6 < 6.95 ∧ 7596.65 < bill_amt3 ∧ -241767.80 < bill_amt6
Rule 1 with 4.14 for class 0 with likelihood 87.65%: 57219.57 < limit_bal ∧ pay_0 < 6.77 ∧ pay_2 < 0.78 ∧ pay_3 < 5.76 ∧ pay_5 < 5.07 ∧ pay_6 < 5.08 ∧ 5499.10 < bill_amt3 ∧ -238093.17 < bill_amt6
Rule 21 with 4.04 for class 0 with likelihood 61.76%: limit_bal < 978455.12 ∧ 0.61 < pay_0 < 4.64 ∧ pay_3 < 6.76 ∧ pay_4 < 6.01 ∧ -78727.30 < bill_amt1 < 952141.69 ∧ bill_amt2 < 971977.50 ∧ bill_amt3 < 1639978.50 ∧ -139723.84 < bill_amt4 < 880781.94 ∧ bill_amt5 < 914851.00 ∧ bill_amt6 < 951662.62 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 7 with 3.72 for class 0 with likelihood 85.38%: 54091.32 < limit_bal ∧ age < 67.52 ∧ pay_0 < 7.02 ∧ pay_2 < 0.73 ∧ pay_3 < 5.84 ∧ pay_4 < 7.96 ∧ pay_5 < 4.73 ∧ pay_6 < 7.06 ∧ -243272.98 < bill_amt6
Rule 2 with 3.66 for class 0 with likelihood 85.43%: 50782.93 < limit_bal ∧ age < 68.56 ∧ pay_0 < 7.08 ∧ pay_2 < 0.91 ∧ pay_3 < 5.35 ∧ pay_5 < 4.98 ∧ pay_6 < 5.01 ∧ -6270.51 < bill_amt3 ∧ -246535.08 < bill_amt6
Rule 18 with 3.57 for class 0 with likelihood 61.91%: limit_bal < 944438.75 ∧ 0.56 < pay_0 < 5.31 ∧ pay_4 < 6.13 ∧ -82634.80 < bill_amt1 < 927576.81 ∧ -33311.60 < bill_amt2 < 948187.75 ∧ bill_amt3 < 1639595.62 ∧ -133263.94 < bill_amt4 < 859324.19 ∧ bill_amt5 < 753037.31 ∧ bill_amt6 < 931818.94 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 20 with 3.51 for class 0 with likelihood 63.07%: limit_bal < 947879.81 ∧ 0.66 < pay_0 ∧ pay_4 < 6.12 ∧ -73349.34 < bill_amt1 < 928030.19 ∧ -33789.11 < bill_amt2 < 948625.12 ∧ bill_amt3 < 1631056.12 ∧ -153192.78 < bill_amt4 < 859703.88 ∧ bill_amt5 < 745903.31 ∧ bill_amt6 < 932159.56 ∧ education:0 = 0.0 ∧ education:4 = 0.0
Rule 10 with 3.21 for class 0 with likelihood 85.91%: 222543.58 < limit_bal ∧ age < 70.09 ∧ pay_0 < 7.25 ∧ pay_2 < 3.98 ∧ pay_3 < 6.90 ∧ pay_4 < 7.24 ∧ pay_5 < 5.17 ∧ pay_6 < 6.70 ∧ -246916.02 < bill_amt6
Rule 9 with 3.20 for class 0 with likelihood 85.01%: 174312.05 < limit_bal ∧ age < 70.93 ∧ pay_0 < 7.15 ∧ pay_2 < 2.40 ∧ pay_3 < 5.91 ∧ pay_4 < 8.00 ∧ pay_5 < 5.02 ∧ pay_6 < 7.14 ∧ -245192.39 < bill_amt6
Rule 5 with 3.13 for class 0 with likelihood 82.10%: pay_2 < 6.52 ∧ pay_3 < 5.50 ∧ pay_4 < 7.63 ∧ pay_5 < 5.12 ∧ pay_6 < 0.26 ∧ -240171.64 < bill_amt6
Rule 22 with 2.87 for class 0 with likelihood 64.94%: limit_bal < 973787.06 ∧ 0.67 < pay_0 < 7.42 ∧ pay_4 < 6.14 ∧ -81128.31 < bill_amt1 < 948925.50 ∧ -35737.96 < bill_amt2 < 968860.19 ∧ bill_amt3 < 1645386.75 ∧ -155835.42 < bill_amt4 < 877971.31 ∧ bill_amt5 < 912459.62 ∧ bill_amt6 < 949061.12 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 17 with 2.75 for class 0 with likelihood 66.26%: limit_bal < 957073.12 ∧ 0.68 < pay_0 < 7.44 ∧ pay_4 < 6.14 ∧ -78246.38 < bill_amt1 < 932239.12 ∧ -33718.88 < bill_amt2 < 952693.19 ∧ bill_amt3 < 1642083.00 ∧ -128452.18 < bill_amt4 < 863387.44 ∧ bill_amt5 < 878403.94 ∧ bill_amt6 < 935574.75 ∧ education:0 = 0.0 ∧ education:4 = 0.0
Rule 6 with 2.64 for class 0 with likelihood 79.82%: age < 73.20 ∧ pay_0 < 7.07 ∧ pay_2 < 3.45 ∧ pay_3 < 5.12 ∧ pay_4 < 7.97 ∧ pay_5 < 4.22 ∧ pay_6 < 6.69 ∧ -241782.27 < bill_amt6
Rule 0 with 2.44 for class 0 with likelihood 81.39%: 65081.16 < limit_bal ∧ age < 73.56 ∧ pay_0 < 7.21 ∧ pay_2 < 3.94 ∧ pay_3 < 4.96 ∧ pay_4 < 7.33 ∧ pay_5 < 4.06 ∧ pay_6 < 6.73 ∧ -242096.98 < bill_amt6 ∧ 13983.11 < pay_amt2 ∧ 13403.16 < pay_amt3
Rule 4 with 2.37 for class 0 with likelihood 85.06%: pay_0 < 7.40 ∧ pay_2 < 3.87 ∧ pay_3 < 4.71 ∧ pay_4 < 6.25 ∧ pay_5 < 4.16 ∧ pay_6 < 7.25 ∧ -237457.14 < bill_amt6 ∧ 10153.90 < pay_amt2
Rule 11 with 2.27 for class 0 with likelihood 82.96%: 24135.18 < limit_bal ∧ age < 69.84 ∧ pay_0 < 7.34 ∧ pay_2 < 4.03 ∧ pay_3 < 5.02 ∧ pay_5 < 4.06 ∧ pay_6 < 7.12 ∧ -245349.92 < bill_amt6 ∧ 15828.11 < pay_amt2
Rule 23 with 2.10 for class 0 with likelihood 70.89%: limit_bal < 931101.12 ∧ 0.70 < pay_0 < 7.36 ∧ pay_3 < 7.61 ∧ pay_4 < 5.63 ∧ -72523.19 < bill_amt1 < 922135.75 ∧ -41038.47 < bill_amt2 < 942937.38 ∧ bill_amt3 < 1641142.00 ∧ -134538.97 < bill_amt4 < 854563.25 ∧ bill_amt5 < 880791.44 ∧ bill_amt6 < 927397.50 ∧ 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 19 with 1.88 for class 0 with likelihood 71.00%: limit_bal < 969272.25 ∧ 0.73 < pay_0 < 7.22 ∧ pay_3 < 6.19 ∧ pay_4 < 5.93 ∧ -66915.11 < bill_amt1 < 946846.94 ∧ -31729.96 < bill_amt2 < 966857.50 ∧ bill_amt3 < 1644654.00 ∧ -149566.89 < bill_amt4 < 876155.00 ∧ bill_amt5 < 912440.06 ∧ bill_amt6 < 947379.44 ∧ 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 12 with 1.30 for class 0 with likelihood 77.68%: 15323.93 < limit_bal < 966258.69 ∧ 24.21 < age ∧ 1.11 < pay_0 ∧ -1.81 < pay_2 ∧ -1.82 < pay_3 < 6.88 ∧ -1.83 < pay_4 < 5.94 ∧ -1.82 < pay_5 ∧ -1.81 < pay_6 ∧ -56957.27 < bill_amt1 < 944347.19 ∧ -23514.00 < bill_amt2 < 964437.75 ∧ -44151.91 < bill_amt3 < 1632499.50 ∧ -144863.80 < bill_amt4 < 873969.62 ∧ -63649.74 < bill_amt5 < 910520.19 ∧ bill_amt6 < 945358.56 ∧ 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 24 with 1.26 for class 0 with likelihood 78.14%: 17948.28 < limit_bal < 951551.38 ∧ 23.55 < age ∧ 1.26 < pay_0 ∧ -1.74 < pay_2 ∧ -1.72 < pay_3 ∧ -1.78 < pay_4 < 5.74 ∧ -1.78 < pay_5 ∧ -1.77 < pay_6 ∧ -50188.96 < bill_amt1 < 933316.25 ∧ -30450.66 < bill_amt2 < 953770.12 ∧ -42764.45 < bill_amt3 < 1644993.88 ∧ -148842.53 < bill_amt4 < 864334.75 ∧ -61909.20 < bill_amt5 < 901393.44 ∧ bill_amt6 < 936447.00 ∧ 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
Rule 15 with 1.00 for class 0 with likelihood 78.11%: 18750.62 < limit_bal < 961233.12 ∧ 23.53 < age < 74.79 ∧ 1.27 < pay_0 ∧ -1.73 < pay_2 ∧ -1.76 < pay_3 ∧ -1.79 < pay_4 < 5.82 ∧ -1.78 < pay_5 ∧ -1.78 < pay_6 ∧ -45965.82 < bill_amt1 < 939275.44 ∧ -25045.12 < bill_amt2 < 959548.19 ∧ -43429.66 < bill_amt3 < 1650412.88 ∧ -125493.73 < bill_amt4 < 869558.69 ∧ -61801.68 < bill_amt5 < 906323.62 ∧ bill_amt6 < 941276.94 ∧ 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
