Rule 16 with 7.31 for class 1 with likelihood 68.07%: limit_bal < 934909.62 ∧ 1.50 < pay_0 ∧ -0.57 < pay_2 < 7.36 ∧ -79310.69 < bill_amt1 < 917098.88 ∧ bill_amt2 < 938124.81 ∧ -151456.31 < bill_amt3 < 735988.19 ∧ -133984.45 < bill_amt4 < 850191.12 ∧ bill_amt5 < 747882.00 ∧ bill_amt6 < 923351.88 ∧ education:4 = 0.0
Rule 11 with 5.75 for class 1 with likelihood 54.49%: limit_bal < 961346.31 ∧ 1.46 < pay_0 < 7.54 ∧ -1.56 < pay_2 < 7.06 ∧ -48662.35 < bill_amt1 < 927638.88 ∧ bill_amt2 < 948265.19 ∧ -149436.02 < bill_amt3 < 723433.06 ∧ -153899.95 < bill_amt4 < 859381.06 ∧ bill_amt5 < 741461.81 ∧ bill_amt6 < 931860.25
Rule 17 with 5.48 for class 0 with likelihood 55.80%: limit_bal < 949349.00 ∧ age < 65.63 ∧ 0.61 < pay_0 < 7.55 ∧ -0.32 < pay_2 < 7.57 ∧ pay_3 < 6.45 ∧ -88867.02 < bill_amt1 < 930886.88 ∧ -13796.73 < bill_amt2 < 951426.31 ∧ -143773.50 < bill_amt3 < 762241.81 ∧ -121525.96 < bill_amt4 < 862222.44 ∧ bill_amt5 < 869480.81 ∧ bill_amt6 < 934494.94
Rule 15 with 5.44 for class 1 with likelihood 51.63%: limit_bal < 961849.31 ∧ age < 78.80 ∧ 1.48 < pay_0 < 7.77 ∧ pay_2 < 6.69 ∧ pay_3 < 6.29 ∧ -79896.20 < bill_amt1 < 935843.19 ∧ bill_amt2 < 956184.31 ∧ bill_amt3 < 760266.06 ∧ -153619.22 < bill_amt4 < 866549.31 ∧ bill_amt5 < 748689.81 ∧ bill_amt6 < 938492.38
Rule 12 with 5.06 for class 0 with likelihood 52.34%: limit_bal < 935209.00 ∧ 1.44 < pay_0 < 7.43 ∧ -1.48 < pay_2 < 6.96 ∧ -33953.05 < bill_amt1 < 901057.19 ∧ bill_amt2 < 922554.12 ∧ -147004.58 < bill_amt3 < 830491.62 ∧ -152982.02 < bill_amt4 < 836133.50 ∧ bill_amt5 < 747213.25 ∧ bill_amt6 < 910339.19
Rule 3 with 4.06 for class 0 with likelihood 89.99%: 158198.59 < limit_bal ∧ pay_0 < 5.65 ∧ pay_4 < 7.49 ∧ pay_5 < 7.33 ∧ pay_6 < 7.33 ∧ -21422.44 < bill_amt5 ∧ -244863.11 < bill_amt6 ∧ 2341.85 < pay_amt1
Rule 2 with 3.77 for class 0 with likelihood 89.06%: 141451.14 < limit_bal ∧ pay_0 < 5.83 ∧ pay_3 < 7.40 ∧ pay_4 < 6.48 ∧ pay_5 < 5.46 ∧ pay_6 < 4.22 ∧ -244644.02 < bill_amt6 ∧ 2680.39 < pay_amt1
Rule 7 with 3.71 for class 0 with likelihood 88.40%: 51399.96 < limit_bal ∧ pay_0 < 5.21 ∧ pay_4 < 6.01 ∧ pay_5 < 5.08 ∧ pay_6 < 0.73 ∧ -245665.48 < bill_amt6 ∧ 2242.32 < pay_amt1
Rule 9 with 3.59 for class 0 with likelihood 87.72%: 62846.22 < limit_bal ∧ pay_0 < 6.02 ∧ pay_3 < 7.97 ∧ pay_4 < 6.58 ∧ pay_5 < 5.58 ∧ pay_6 < 4.24 ∧ -241058.17 < bill_amt6 ∧ 2776.33 < pay_amt1
Rule 5 with 3.49 for class 0 with likelihood 88.67%: 117976.68 < limit_bal ∧ pay_0 < 5.39 ∧ pay_3 < 7.92 ∧ pay_4 < 6.30 ∧ pay_5 < 4.24 ∧ pay_6 < 6.20 ∧ -247299.77 < bill_amt6 ∧ 3899.55 < pay_amt1
Rule 8 with 3.48 for class 0 with likelihood 88.56%: 144106.30 < limit_bal ∧ pay_0 < 5.81 ∧ pay_3 < 7.97 ∧ pay_4 < 6.79 ∧ pay_5 < 5.80 ∧ pay_6 < 4.25 ∧ -241148.17 < bill_amt6 ∧ 2009.20 < pay_amt1
Rule 18 with 3.22 for class 0 with likelihood 69.31%: limit_bal < 964771.81 ∧ age < 77.89 ∧ 0.63 < pay_0 < 7.54 ∧ pay_2 < 7.33 ∧ pay_3 < 6.33 ∧ -77840.79 < bill_amt1 < 943337.38 ∧ -36063.42 < bill_amt2 < 963460.44 ∧ -130050.69 < bill_amt3 < 737767.19 ∧ -129179.74 < bill_amt4 < 873088.69 ∧ bill_amt5 < 907498.25 ∧ bill_amt6 < 944541.69 ∧ education:4 = 0.0
Rule 10 with 3.21 for class 0 with likelihood 67.68%: limit_bal < 897372.94 ∧ 0.63 < pay_0 < 7.40 ∧ pay_2 < 5.96 ∧ pay_3 < 6.20 ∧ -46885.59 < bill_amt1 < 887776.50 ∧ -38526.14 < bill_amt2 < 909708.69 ∧ -137782.88 < bill_amt3 < 836892.50 ∧ -156652.80 < bill_amt4 < 824558.94 ∧ bill_amt5 < 732374.12 ∧ bill_amt6 < 899626.25 ∧ education:0 = 0.0 ∧ education:4 = 0.0 ∧ education:6 = 0.0
Rule 0 with 3.20 for class 0 with likelihood 85.74%: 34333.48 < limit_bal ∧ pay_0 < 5.60 ∧ pay_3 < 7.84 ∧ pay_4 < 6.58 ∧ pay_5 < 5.52 ∧ pay_6 < 4.01 ∧ -236671.02 < bill_amt6 ∧ 1786.91 < pay_amt1
Rule 4 with 2.69 for class 0 with likelihood 81.60%: pay_0 < 5.43 ∧ pay_3 < 7.63 ∧ pay_4 < 6.50 ∧ pay_5 < 5.56 ∧ pay_6 < 3.37 ∧ -239143.36 < bill_amt6
Rule 6 with 2.69 for class 0 with likelihood 81.45%: pay_0 < 5.50 ∧ pay_4 < 7.12 ∧ pay_5 < 6.11 ∧ pay_6 < 4.04 ∧ -241729.80 < bill_amt6
Rule 1 with 2.66 for class 0 with likelihood 81.70%: pay_0 < 5.33 ∧ pay_3 < 7.93 ∧ pay_4 < 7.14 ∧ pay_5 < 6.11 ∧ pay_6 < 4.36 ∧ -234659.73 < bill_amt6
Rule 14 with 1.25 for class 0 with likelihood 79.18%: limit_bal < 940666.00 ∧ 22.39 < age < 76.40 ∧ 0.84 < pay_0 ∧ pay_2 < 7.01 ∧ pay_3 < 6.16 ∧ -64947.87 < bill_amt1 < 917540.12 ∧ -30024.18 < bill_amt2 < 938440.38 ∧ -102910.78 < bill_amt3 < 840367.19 ∧ -85551.64 < bill_amt4 < 850475.12 ∧ -59654.46 < bill_amt5 < 887548.31 ∧ bill_amt6 < 923702.94 ∧ 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 = 1.0 ∧ marriage:2 = 0.0
Rule 13 with 1.02 for class 0 with likelihood 81.55%: limit_bal < 889818.06 ∧ 22.43 < age < 76.22 ∧ 1.20 < pay_0 ∧ -1.83 < pay_2 < 7.02 ∧ -1.81 < pay_3 < 5.03 ∧ -1.79 < pay_4 ∧ -1.83 < pay_5 ∧ -1.79 < pay_6 ∧ -47562.39 < bill_amt1 < 891715.69 ∧ -17709.61 < bill_amt2 < 913585.38 ∧ -107116.80 < bill_amt3 < 781654.31 ∧ -73846.07 < bill_amt4 < 828028.56 ∧ -49615.39 < bill_amt5 < 866664.25 ∧ bill_amt6 < 902854.12 ∧ 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:6 = 1.0 ∧ marriage:0 = 1.0 ∧ marriage:1 = 1.0 ∧ marriage:2 = 0.0 ∧ marriage:3 = 1.0
Rule 19 with 1.00 for class 0 with likelihood 81.13%: 11063.31 < limit_bal < 917791.44 ∧ 23.18 < age < 75.05 ∧ 1.40 < pay_0 ∧ -1.53 < pay_2 < 6.96 ∧ -1.51 < pay_3 ∧ -1.61 < pay_4 ∧ -1.65 < pay_5 ∧ -1.66 < pay_6 ∧ -47917.14 < bill_amt1 < 902440.31 ∧ -33077.19 < bill_amt2 < 923819.50 ∧ -83563.65 < bill_amt3 < 775082.94 ∧ -94622.21 < bill_amt4 < 837264.00 ∧ -41436.93 < bill_amt5 < 875740.12 ∧ bill_amt6 < 911494.19 ∧ 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
