Rule 24 with 7.41 for class 1 with likelihood 66.36%: limit_bal < 963696.25 ∧ 1.48 < pay_0 ∧ -1.28 < pay_2 < 7.39 ∧ pay_3 < 7.60 ∧ -85460.41 < bill_amt1 < 942308.06 ∧ bill_amt2 < 962494.38 ∧ bill_amt3 < 758579.25 ∧ -149584.31 < bill_amt4 < 872207.31 ∧ bill_amt5 < 897263.38 ∧ bill_amt6 < 943727.19
Rule 17 with 7.16 for class 1 with likelihood 51.11%: limit_bal < 967458.00 ∧ 0.79 < pay_0 < 7.25 ∧ -0.48 < pay_2 < 7.36 ∧ pay_3 < 6.24 ∧ -85736.94 < bill_amt1 < 943344.69 ∧ bill_amt2 < 963471.25 ∧ bill_amt3 < 749333.88 ∧ -161255.42 < bill_amt4 < 873096.56 ∧ bill_amt5 < 876981.81 ∧ bill_amt6 < 944548.62
Rule 16 with 5.34 for class 0 with likelihood 50.19%: limit_bal < 972452.50 ∧ 1.51 < pay_0 < 7.54 ∧ pay_2 < 6.30 ∧ -80088.44 < bill_amt1 < 936266.19 ∧ bill_amt2 < 956574.62 ∧ bill_amt3 < 819792.38 ∧ -137603.67 < bill_amt4 < 866882.69 ∧ bill_amt5 < 746077.69 ∧ bill_amt6 < 938842.31
Rule 9 with 4.03 for class 0 with likelihood 90.79%: 157233.16 < limit_bal ∧ pay_0 < 5.53 ∧ pay_3 < 7.99 ∧ pay_4 < 7.36 ∧ pay_5 < 6.42 ∧ pay_6 < 6.34 ∧ -246135.67 < bill_amt6 ∧ 3397.11 < pay_amt1
Rule 13 with 3.84 for class 0 with likelihood 66.90%: limit_bal < 975475.88 ∧ 1.47 < pay_0 < 7.40 ∧ pay_2 < 6.50 ∧ pay_3 < 6.15 ∧ -82566.86 < bill_amt1 < 947038.75 ∧ bill_amt2 < 967063.31 ∧ -150284.56 < bill_amt3 < 795877.88 ∧ -118083.98 < bill_amt4 < 876342.94 ∧ bill_amt5 < 897674.12 ∧ bill_amt6 < 947566.62 ∧ education:4 = 0.0
Rule 21 with 3.63 for class 0 with likelihood 70.40%: limit_bal < 978064.38 ∧ 0.63 < pay_0 < 7.67 ∧ pay_2 < 6.89 ∧ pay_3 < 5.55 ∧ -77660.29 < bill_amt1 < 951251.06 ∧ -41289.27 < bill_amt2 < 971117.94 ∧ -155577.53 < bill_amt3 < 737116.62 ∧ -121432.37 < bill_amt4 < 880006.31 ∧ bill_amt5 < 915067.94 ∧ bill_amt6 < 950945.06 ∧ education:4 = 0.0
Rule 1 with 3.56 for class 0 with likelihood 87.03%: 67434.38 < limit_bal ∧ pay_0 < 5.31 ∧ pay_4 < 6.02 ∧ pay_5 < 5.08 ∧ pay_6 < 0.79 ∧ -240005.61 < bill_amt6
Rule 10 with 3.51 for class 0 with likelihood 90.54%: 146756.31 < limit_bal ∧ pay_0 < 5.99 ∧ pay_3 < 7.66 ∧ pay_4 < 5.91 ∧ pay_5 < 4.26 ∧ pay_6 < 6.24 ∧ -248543.58 < bill_amt6 ∧ 3017.88 < pay_amt1
Rule 2 with 3.45 for class 0 with likelihood 89.55%: 126550.77 < limit_bal ∧ pay_0 < 5.68 ∧ pay_3 < 7.68 ∧ pay_4 < 7.36 ∧ pay_5 < 6.19 ∧ pay_6 < 5.15 ∧ -249369.08 < bill_amt6 ∧ 1730.40 < pay_amt1
Rule 8 with 3.29 for class 0 with likelihood 85.78%: 42204.52 < limit_bal ∧ pay_0 < 5.26 ∧ pay_4 < 6.06 ∧ pay_5 < 5.00 ∧ pay_6 < 0.76 ∧ -247925.80 < bill_amt6
Rule 22 with 3.27 for class 0 with likelihood 71.94%: limit_bal < 971957.12 ∧ age < 77.76 ∧ 0.62 < pay_0 < 7.34 ∧ pay_2 < 6.21 ∧ -78563.82 < bill_amt1 < 947076.69 ∧ -39631.45 < bill_amt2 < 967078.69 ∧ -131678.95 < bill_amt3 < 834452.62 ∧ -124373.04 < bill_amt4 < 876356.88 ∧ bill_amt5 < 911334.12 ∧ bill_amt6 < 947571.25 ∧ education:4 = 0.0
Rule 3 with 3.27 for class 0 with likelihood 90.19%: 149535.03 < limit_bal ∧ pay_0 < 5.84 ∧ pay_4 < 6.51 ∧ pay_5 < 5.55 ∧ pay_6 < 4.26 ∧ -241563.98 < bill_amt6 ∧ 2673.60 < pay_amt1
Rule 0 with 3.02 for class 0 with likelihood 86.65%: 118414.62 < limit_bal ∧ pay_0 < 5.49 ∧ pay_3 < 7.76 ∧ pay_4 < 6.56 ∧ pay_5 < 5.53 ∧ pay_6 < 4.24 ∧ -244140.95 < bill_amt6
Rule 4 with 2.92 for class 0 with likelihood 82.75%: 11236.82 < limit_bal ∧ pay_0 < 5.69 ∧ pay_3 < 7.99 ∧ pay_4 < 6.95 ∧ pay_5 < 5.94 ∧ pay_6 < 4.22 ∧ -242918.02 < bill_amt6
Rule 5 with 2.80 for class 0 with likelihood 86.36%: 143397.44 < limit_bal ∧ pay_0 < 6.01 ∧ pay_4 < 7.17 ∧ pay_5 < 6.13 ∧ pay_6 < 4.49 ∧ -241545.27 < bill_amt6
Rule 7 with 2.80 for class 0 with likelihood 84.10%: 43358.67 < limit_bal ∧ pay_0 < 5.51 ∧ pay_3 < 7.80 ∧ pay_4 < 6.74 ∧ pay_5 < 5.71 ∧ pay_6 < 4.25 ∧ -240523.20 < bill_amt6
Rule 6 with 2.73 for class 0 with likelihood 82.76%: pay_0 < 5.52 ∧ pay_4 < 6.68 ∧ pay_5 < 5.66 ∧ pay_6 < 4.48 ∧ -241899.83 < bill_amt6
Rule 11 with 2.56 for class 0 with likelihood 82.57%: pay_0 < 5.95 ∧ pay_3 < 7.89 ∧ pay_4 < 6.78 ∧ pay_5 < 5.75 ∧ pay_6 < 4.33 ∧ -240130.42 < bill_amt6
Rule 12 with 2.27 for class 0 with likelihood 75.33%: limit_bal < 940886.31 ∧ age < 77.87 ∧ 0.68 < pay_0 < 7.57 ∧ pay_2 < 6.11 ∧ pay_3 < 5.75 ∧ -69154.82 < bill_amt1 < 918637.56 ∧ -42683.24 < bill_amt2 < 939449.38 ∧ -142550.12 < bill_amt3 < 798645.25 ∧ -120912.02 < bill_amt4 < 851494.25 ∧ bill_amt5 < 861658.62 ∧ bill_amt6 < 924583.94 ∧ 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 19 with 1.59 for class 0 with likelihood 78.63%: limit_bal < 954772.50 ∧ age < 72.40 ∧ 0.79 < pay_0 ∧ pay_2 < 5.53 ∧ pay_3 < 7.14 ∧ -64672.75 < bill_amt1 < 930134.56 ∧ -38337.23 < bill_amt2 < 950592.12 ∧ -115933.97 < bill_amt3 < 820298.69 ∧ -143583.47 < bill_amt4 < 861570.81 ∧ bill_amt5 < 897907.06 ∧ bill_amt6 < 933888.88 ∧ 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 15 with 1.54 for class 0 with likelihood 78.88%: limit_bal < 932644.94 ∧ age < 74.72 ∧ 0.76 < pay_0 ∧ pay_2 < 7.07 ∧ pay_3 < 5.31 ∧ -72322.90 < bill_amt1 < 907450.38 ∧ -32380.07 < bill_amt2 < 928596.38 ∧ -116041.64 < bill_amt3 < 801101.00 ∧ -150269.92 < bill_amt4 < 841743.75 ∧ bill_amt5 < 874502.56 ∧ bill_amt6 < 915541.38 ∧ 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 23 with 1.40 for class 0 with likelihood 80.41%: 25914.71 < limit_bal < 960065.06 ∧ 21.87 < age < 76.03 ∧ 0.90 < pay_0 < 7.77 ∧ pay_2 < 5.64 ∧ pay_3 < 6.07 ∧ -45513.87 < bill_amt1 < 940346.88 ∧ -33432.14 < bill_amt2 < 960561.94 ∧ -110991.47 < bill_amt3 < 829655.88 ∧ -145829.88 < bill_amt4 < 870476.12 ∧ -58421.25 < bill_amt5 < 907179.81 ∧ bill_amt6 < 942123.12 ∧ sex:1 = 1.0 ∧ 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 18 with 1.27 for class 0 with likelihood 79.60%: limit_bal < 939766.31 ∧ 21.36 < age < 76.18 ∧ 0.80 < pay_0 ∧ pay_2 < 7.17 ∧ -59289.75 < bill_amt1 < 924933.25 ∧ -33156.91 < bill_amt2 < 945621.19 ∧ -118521.03 < bill_amt3 < 821978.69 ∧ -156192.09 < bill_amt4 < 857018.69 ∧ bill_amt5 < 894109.31 ∧ bill_amt6 < 929664.38 ∧ 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 20 with 1.26 for class 0 with likelihood 81.20%: 16791.96 < limit_bal < 961034.88 ∧ 23.77 < age < 75.11 ∧ 1.01 < pay_0 ∧ -1.89 < pay_2 < 6.29 ∧ -1.88 < pay_3 < 7.28 ∧ -1.90 < pay_4 ∧ -1.89 < pay_5 ∧ -1.88 < pay_6 ∧ -50364.20 < bill_amt1 < 937300.75 ∧ -33711.51 < bill_amt2 < 957588.81 ∧ -137996.91 < bill_amt3 < 830716.94 ∧ -144082.22 < bill_amt4 < 867813.81 ∧ -49363.31 < bill_amt5 < 904636.88 ∧ bill_amt6 < 939664.75 ∧ 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 14 with 1.00 for class 0 with likelihood 82.16%: 30465.90 < limit_bal < 969905.06 ∧ 23.90 < age < 73.33 ∧ 1.60 < pay_0 ∧ -1.41 < pay_2 < 6.74 ∧ -1.39 < pay_3 ∧ -1.49 < pay_4 ∧ -1.54 < pay_5 ∧ -1.55 < pay_6 ∧ -112289.70 < bill_amt1 < 946586.38 ∧ -39185.79 < bill_amt2 < 966600.88 ∧ -143378.98 < bill_amt3 < 725714.19 ∧ -129386.84 < bill_amt4 < 875926.56 ∧ -39119.64 < bill_amt5 < 912358.56 ∧ bill_amt6 < 947168.44 ∧ 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
