> java weka.associations.Apriori -N 100 -T 1 -C 1.5 -D 0.05 -U 1.0 -M 0.1 -S -1.0 -I -t D:\Bamshad\CLASS\ECT584\WEKA\Data\bank-data-final.arff Apriori ======= Minimum support: 0.1 Minimum metric : 1.5 Number of cycles performed: 18 Generated sets of large itemsets: Size of set of large itemsets L(1): 28 Large Itemsets L(1): age=0_34 195 age=35_51 214 age=52_max 191 sex=FEMALE 300 sex=MALE 300 region=INNER_CITY 269 region=TOWN 173 region=RURAL 96 region=SUBURBAN 62 income=0_24386 285 income=24387_43758 235 income=43759_max 80 married=NO 204 married=YES 396 children=0 263 children=1 135 children=2 134 children=3 68 car=NO 304 car=YES 296 save_act=NO 186 save_act=YES 414 current_act=NO 145 current_act=YES 455 mortgage=NO 391 mortgage=YES 209 pep=YES 274 pep=NO 326 Size of set of large itemsets L(2): 232 Large Itemsets L(2): age=0_34 sex=FEMALE 93 age=0_34 sex=MALE 102 age=0_34 region=INNER_CITY 97 age=0_34 income=0_24386 174 age=0_34 married=NO 67 age=0_34 married=YES 128 age=0_34 children=0 81 age=0_34 car=NO 107 age=0_34 car=YES 88 age=0_34 save_act=NO 76 age=0_34 save_act=YES 119 age=0_34 current_act=YES 153 age=0_34 mortgage=NO 125 age=0_34 mortgage=YES 70 age=0_34 pep=YES 71 age=0_34 pep=NO 124 age=35_51 sex=FEMALE 96 age=35_51 sex=MALE 118 age=35_51 region=INNER_CITY 80 age=35_51 region=TOWN 77 age=35_51 income=0_24386 87 age=35_51 income=24387_43758 123 age=35_51 married=NO 74 age=35_51 married=YES 140 age=35_51 children=0 104 age=35_51 car=NO 108 age=35_51 car=YES 106 age=35_51 save_act=NO 70 age=35_51 save_act=YES 144 age=35_51 current_act=YES 158 age=35_51 mortgage=NO 138 age=35_51 mortgage=YES 76 age=35_51 pep=YES 95 age=35_51 pep=NO 119 age=52_max sex=FEMALE 111 age=52_max sex=MALE 80 age=52_max region=INNER_CITY 92 age=52_max income=24387_43758 91 age=52_max income=43759_max 76 age=52_max married=NO 63 age=52_max married=YES 128 age=52_max children=0 78 age=52_max car=NO 89 age=52_max car=YES 102 age=52_max save_act=YES 151 age=52_max current_act=YES 144 age=52_max mortgage=NO 128 age=52_max mortgage=YES 63 age=52_max pep=YES 108 age=52_max pep=NO 83 sex=FEMALE region=INNER_CITY 131 sex=FEMALE region=TOWN 92 sex=FEMALE income=0_24386 136 sex=FEMALE income=24387_43758 123 sex=FEMALE married=NO 105 sex=FEMALE married=YES 195 sex=FEMALE children=0 132 sex=FEMALE children=1 66 sex=FEMALE children=2 64 sex=FEMALE car=NO 153 sex=FEMALE car=YES 147 sex=FEMALE save_act=NO 94 sex=FEMALE save_act=YES 206 sex=FEMALE current_act=NO 70 sex=FEMALE current_act=YES 230 sex=FEMALE mortgage=NO 205 sex=FEMALE mortgage=YES 95 sex=FEMALE pep=YES 130 sex=FEMALE pep=NO 170 sex=MALE region=INNER_CITY 138 sex=MALE region=TOWN 81 sex=MALE income=0_24386 149 sex=MALE income=24387_43758 112 sex=MALE married=NO 99 sex=MALE married=YES 201 sex=MALE children=0 131 sex=MALE children=1 69 sex=MALE children=2 70 sex=MALE car=NO 151 sex=MALE car=YES 149 sex=MALE save_act=NO 92 sex=MALE save_act=YES 208 sex=MALE current_act=NO 75 sex=MALE current_act=YES 225 sex=MALE mortgage=NO 186 sex=MALE mortgage=YES 114 sex=MALE pep=YES 144 sex=MALE pep=NO 156 region=INNER_CITY income=0_24386 136 region=INNER_CITY income=24387_43758 100 region=INNER_CITY married=NO 91 region=INNER_CITY married=YES 178 region=INNER_CITY children=0 121 region=INNER_CITY children=1 65 region=INNER_CITY car=NO 139 region=INNER_CITY car=YES 130 region=INNER_CITY save_act=NO 96 region=INNER_CITY save_act=YES 173 region=INNER_CITY current_act=NO 64 region=INNER_CITY current_act=YES 205 region=INNER_CITY mortgage=NO 175 region=INNER_CITY mortgage=YES 94 region=INNER_CITY pep=YES 123 region=INNER_CITY pep=NO 146 region=TOWN income=0_24386 84 region=TOWN income=24387_43758 73 region=TOWN married=YES 115 region=TOWN children=0 76 region=TOWN car=NO 82 region=TOWN car=YES 91 region=TOWN save_act=YES 128 region=TOWN current_act=YES 128 region=TOWN mortgage=NO 108 region=TOWN mortgage=YES 65 region=TOWN pep=YES 71 region=TOWN pep=NO 102 region=RURAL married=YES 61 region=RURAL save_act=YES 70 region=RURAL current_act=YES 72 region=RURAL mortgage=NO 68 income=0_24386 married=NO 90 income=0_24386 married=YES 195 income=0_24386 children=0 125 income=0_24386 children=1 66 income=0_24386 children=2 64 income=0_24386 car=NO 162 income=0_24386 car=YES 123 income=0_24386 save_act=NO 114 income=0_24386 save_act=YES 171 income=0_24386 current_act=NO 70 income=0_24386 current_act=YES 215 income=0_24386 mortgage=NO 188 income=0_24386 mortgage=YES 97 income=0_24386 pep=YES 109 income=0_24386 pep=NO 176 income=24387_43758 married=NO 87 income=24387_43758 married=YES 148 income=24387_43758 children=0 105 income=24387_43758 car=NO 106 income=24387_43758 car=YES 129 income=24387_43758 save_act=NO 72 income=24387_43758 save_act=YES 163 income=24387_43758 current_act=YES 177 income=24387_43758 mortgage=NO 148 income=24387_43758 mortgage=YES 87 income=24387_43758 pep=YES 111 income=24387_43758 pep=NO 124 income=43759_max save_act=YES 80 income=43759_max current_act=YES 63 married=NO children=0 83 married=NO car=NO 102 married=NO car=YES 102 married=NO save_act=NO 67 married=NO save_act=YES 137 married=NO current_act=YES 162 married=NO mortgage=NO 130 married=NO mortgage=YES 74 married=NO pep=YES 120 married=NO pep=NO 84 married=YES children=0 180 married=YES children=1 89 married=YES children=2 84 married=YES car=NO 202 married=YES car=YES 194 married=YES save_act=NO 119 married=YES save_act=YES 277 married=YES current_act=NO 103 married=YES current_act=YES 293 married=YES mortgage=NO 261 married=YES mortgage=YES 135 married=YES pep=YES 154 married=YES pep=NO 242 children=0 car=NO 139 children=0 car=YES 124 children=0 save_act=NO 89 children=0 save_act=YES 174 children=0 current_act=NO 64 children=0 current_act=YES 199 children=0 mortgage=NO 164 children=0 mortgage=YES 99 children=0 pep=YES 96 children=0 pep=NO 167 children=1 car=NO 68 children=1 car=YES 67 children=1 save_act=YES 95 children=1 current_act=YES 101 children=1 mortgage=NO 84 children=1 pep=YES 110 children=2 car=NO 63 children=2 car=YES 71 children=2 save_act=YES 99 children=2 current_act=YES 104 children=2 mortgage=NO 95 children=2 pep=NO 79 car=NO save_act=NO 99 car=NO save_act=YES 205 car=NO current_act=NO 69 car=NO current_act=YES 235 car=NO mortgage=NO 197 car=NO mortgage=YES 107 car=NO pep=YES 136 car=NO pep=NO 168 car=YES save_act=NO 87 car=YES save_act=YES 209 car=YES current_act=NO 76 car=YES current_act=YES 220 car=YES mortgage=NO 194 car=YES mortgage=YES 102 car=YES pep=YES 138 car=YES pep=NO 158 save_act=NO current_act=YES 136 save_act=NO mortgage=NO 121 save_act=NO mortgage=YES 65 save_act=NO pep=YES 95 save_act=NO pep=NO 91 save_act=YES current_act=NO 95 save_act=YES current_act=YES 319 save_act=YES mortgage=NO 270 save_act=YES mortgage=YES 144 save_act=YES pep=YES 179 save_act=YES pep=NO 235 current_act=NO mortgage=NO 90 current_act=NO pep=YES 63 current_act=NO pep=NO 82 current_act=YES mortgage=NO 301 current_act=YES mortgage=YES 154 current_act=YES pep=YES 211 current_act=YES pep=NO 244 mortgage=NO pep=YES 182 mortgage=NO pep=NO 209 mortgage=YES pep=YES 92 mortgage=YES pep=NO 117 Size of set of large itemsets L(3): 524 Large Itemsets L(3): age=0_34 sex=FEMALE income=0_24386 82 age=0_34 sex=FEMALE married=YES 64 age=0_34 sex=FEMALE current_act=YES 75 age=0_34 sex=FEMALE mortgage=NO 62 age=0_34 sex=FEMALE pep=NO 63 age=0_34 sex=MALE income=0_24386 92 age=0_34 sex=MALE married=YES 64 age=0_34 sex=MALE save_act=YES 61 age=0_34 sex=MALE current_act=YES 78 age=0_34 sex=MALE mortgage=NO 63 age=0_34 sex=MALE pep=NO 61 age=0_34 region=INNER_CITY income=0_24386 87 age=0_34 region=INNER_CITY married=YES 64 age=0_34 region=INNER_CITY current_act=YES 76 age=0_34 income=0_24386 married=NO 60 age=0_34 income=0_24386 married=YES 114 age=0_34 income=0_24386 children=0 74 age=0_34 income=0_24386 car=NO 100 age=0_34 income=0_24386 car=YES 74 age=0_34 income=0_24386 save_act=NO 68 age=0_34 income=0_24386 save_act=YES 106 age=0_34 income=0_24386 current_act=YES 138 age=0_34 income=0_24386 mortgage=NO 113 age=0_34 income=0_24386 mortgage=YES 61 age=0_34 income=0_24386 pep=YES 63 age=0_34 income=0_24386 pep=NO 111 age=0_34 married=YES car=NO 69 age=0_34 married=YES save_act=YES 77 age=0_34 married=YES current_act=YES 98 age=0_34 married=YES mortgage=NO 89 age=0_34 married=YES pep=NO 88 age=0_34 children=0 current_act=YES 63 age=0_34 car=NO save_act=YES 64 age=0_34 car=NO current_act=YES 86 age=0_34 car=NO mortgage=NO 68 age=0_34 car=NO pep=NO 66 age=0_34 car=YES current_act=YES 67 age=0_34 save_act=YES current_act=YES 95 age=0_34 save_act=YES mortgage=NO 80 age=0_34 save_act=YES pep=NO 82 age=0_34 current_act=YES mortgage=NO 95 age=0_34 current_act=YES pep=NO 95 age=0_34 mortgage=NO pep=NO 80 age=35_51 sex=FEMALE married=YES 63 age=35_51 sex=FEMALE save_act=YES 64 age=35_51 sex=FEMALE current_act=YES 71 age=35_51 sex=FEMALE mortgage=NO 68 age=35_51 sex=MALE income=24387_43758 66 age=35_51 sex=MALE married=YES 77 age=35_51 sex=MALE car=YES 63 age=35_51 sex=MALE save_act=YES 80 age=35_51 sex=MALE current_act=YES 87 age=35_51 sex=MALE mortgage=NO 70 age=35_51 sex=MALE pep=NO 64 age=35_51 income=0_24386 married=YES 62 age=35_51 income=0_24386 current_act=YES 62 age=35_51 income=0_24386 mortgage=NO 60 age=35_51 income=24387_43758 married=YES 76 age=35_51 income=24387_43758 children=0 61 age=35_51 income=24387_43758 car=YES 64 age=35_51 income=24387_43758 save_act=YES 91 age=35_51 income=24387_43758 current_act=YES 94 age=35_51 income=24387_43758 mortgage=NO 74 age=35_51 income=24387_43758 pep=NO 68 age=35_51 married=YES children=0 73 age=35_51 married=YES car=NO 73 age=35_51 married=YES car=YES 67 age=35_51 married=YES save_act=YES 94 age=35_51 married=YES current_act=YES 103 age=35_51 married=YES mortgage=NO 90 age=35_51 married=YES pep=NO 88 age=35_51 children=0 save_act=YES 65 age=35_51 children=0 current_act=YES 73 age=35_51 children=0 mortgage=NO 63 age=35_51 children=0 pep=NO 72 age=35_51 car=NO save_act=YES 72 age=35_51 car=NO current_act=YES 80 age=35_51 car=NO mortgage=NO 68 age=35_51 car=NO pep=NO 63 age=35_51 car=YES save_act=YES 72 age=35_51 car=YES current_act=YES 78 age=35_51 car=YES mortgage=NO 70 age=35_51 save_act=YES current_act=YES 111 age=35_51 save_act=YES mortgage=NO 92 age=35_51 save_act=YES pep=YES 61 age=35_51 save_act=YES pep=NO 83 age=35_51 current_act=YES mortgage=NO 104 age=35_51 current_act=YES pep=YES 73 age=35_51 current_act=YES pep=NO 85 age=35_51 mortgage=NO pep=NO 80 age=52_max sex=FEMALE married=YES 68 age=52_max sex=FEMALE car=YES 60 age=52_max sex=FEMALE save_act=YES 84 age=52_max sex=FEMALE current_act=YES 84 age=52_max sex=FEMALE mortgage=NO 75 age=52_max sex=MALE married=YES 60 age=52_max sex=MALE save_act=YES 67 age=52_max sex=MALE current_act=YES 60 age=52_max region=INNER_CITY save_act=YES 68 age=52_max region=INNER_CITY current_act=YES 73 age=52_max region=INNER_CITY mortgage=NO 64 age=52_max income=24387_43758 current_act=YES 68 age=52_max income=24387_43758 mortgage=NO 62 age=52_max income=43759_max save_act=YES 76 age=52_max income=43759_max current_act=YES 61 age=52_max married=YES car=NO 60 age=52_max married=YES car=YES 68 age=52_max married=YES save_act=YES 106 age=52_max married=YES current_act=YES 92 age=52_max married=YES mortgage=NO 82 age=52_max married=YES pep=YES 62 age=52_max married=YES pep=NO 66 age=52_max children=0 current_act=YES 63 age=52_max car=NO save_act=YES 69 age=52_max car=NO current_act=YES 69 age=52_max car=NO mortgage=NO 61 age=52_max car=YES save_act=YES 82 age=52_max car=YES current_act=YES 75 age=52_max car=YES mortgage=NO 67 age=52_max save_act=YES current_act=YES 113 age=52_max save_act=YES mortgage=NO 98 age=52_max save_act=YES pep=YES 81 age=52_max save_act=YES pep=NO 70 age=52_max current_act=YES mortgage=NO 102 age=52_max current_act=YES pep=YES 80 age=52_max current_act=YES pep=NO 64 age=52_max mortgage=NO pep=YES 79 sex=FEMALE region=INNER_CITY income=0_24386 63 sex=FEMALE region=INNER_CITY married=YES 84 sex=FEMALE region=INNER_CITY children=0 61 sex=FEMALE region=INNER_CITY car=NO 63 sex=FEMALE region=INNER_CITY car=YES 68 sex=FEMALE region=INNER_CITY save_act=YES 86 sex=FEMALE region=INNER_CITY current_act=YES 105 sex=FEMALE region=INNER_CITY mortgage=NO 88 sex=FEMALE region=INNER_CITY pep=NO 77 sex=FEMALE region=TOWN married=YES 67 sex=FEMALE region=TOWN save_act=YES 67 sex=FEMALE region=TOWN current_act=YES 63 sex=FEMALE region=TOWN mortgage=NO 60 sex=FEMALE income=0_24386 married=YES 95 sex=FEMALE income=0_24386 car=NO 77 sex=FEMALE income=0_24386 save_act=YES 82 sex=FEMALE income=0_24386 current_act=YES 102 sex=FEMALE income=0_24386 mortgage=NO 93 sex=FEMALE income=0_24386 pep=NO 85 sex=FEMALE income=24387_43758 married=YES 75 sex=FEMALE income=24387_43758 children=0 61 sex=FEMALE income=24387_43758 car=YES 67 sex=FEMALE income=24387_43758 save_act=YES 83 sex=FEMALE income=24387_43758 current_act=YES 92 sex=FEMALE income=24387_43758 mortgage=NO 83 sex=FEMALE income=24387_43758 pep=NO 70 sex=FEMALE married=NO save_act=YES 69 sex=FEMALE married=NO current_act=YES 84 sex=FEMALE married=NO mortgage=NO 67 sex=FEMALE married=NO pep=YES 62 sex=FEMALE married=YES children=0 94 sex=FEMALE married=YES car=NO 99 sex=FEMALE married=YES car=YES 96 sex=FEMALE married=YES save_act=YES 137 sex=FEMALE married=YES current_act=YES 146 sex=FEMALE married=YES mortgage=NO 138 sex=FEMALE married=YES pep=YES 68 sex=FEMALE married=YES pep=NO 127 sex=FEMALE children=0 car=NO 68 sex=FEMALE children=0 car=YES 64 sex=FEMALE children=0 save_act=YES 88 sex=FEMALE children=0 current_act=YES 102 sex=FEMALE children=0 mortgage=NO 91 sex=FEMALE children=0 pep=NO 90 sex=FEMALE car=NO save_act=YES 106 sex=FEMALE car=NO current_act=YES 120 sex=FEMALE car=NO mortgage=NO 110 sex=FEMALE car=NO pep=YES 67 sex=FEMALE car=NO pep=NO 86 sex=FEMALE car=YES save_act=YES 100 sex=FEMALE car=YES current_act=YES 110 sex=FEMALE car=YES mortgage=NO 95 sex=FEMALE car=YES pep=YES 63 sex=FEMALE car=YES pep=NO 84 sex=FEMALE save_act=NO current_act=YES 70 sex=FEMALE save_act=NO mortgage=NO 67 sex=FEMALE save_act=YES current_act=YES 160 sex=FEMALE save_act=YES mortgage=NO 138 sex=FEMALE save_act=YES mortgage=YES 68 sex=FEMALE save_act=YES pep=YES 84 sex=FEMALE save_act=YES pep=NO 122 sex=FEMALE current_act=YES mortgage=NO 159 sex=FEMALE current_act=YES mortgage=YES 71 sex=FEMALE current_act=YES pep=YES 102 sex=FEMALE current_act=YES pep=NO 128 sex=FEMALE mortgage=NO pep=YES 90 sex=FEMALE mortgage=NO pep=NO 115 sex=MALE region=INNER_CITY income=0_24386 73 sex=MALE region=INNER_CITY married=YES 94 sex=MALE region=INNER_CITY children=0 60 sex=MALE region=INNER_CITY car=NO 76 sex=MALE region=INNER_CITY car=YES 62 sex=MALE region=INNER_CITY save_act=YES 87 sex=MALE region=INNER_CITY current_act=YES 100 sex=MALE region=INNER_CITY mortgage=NO 87 sex=MALE region=INNER_CITY pep=YES 69 sex=MALE region=INNER_CITY pep=NO 69 sex=MALE region=TOWN save_act=YES 61 sex=MALE region=TOWN current_act=YES 65 sex=MALE income=0_24386 married=YES 100 sex=MALE income=0_24386 children=0 71 sex=MALE income=0_24386 car=NO 85 sex=MALE income=0_24386 car=YES 64 sex=MALE income=0_24386 save_act=NO 60 sex=MALE income=0_24386 save_act=YES 89 sex=MALE income=0_24386 current_act=YES 113 sex=MALE income=0_24386 mortgage=NO 95 sex=MALE income=0_24386 pep=NO 91 sex=MALE income=24387_43758 married=YES 73 sex=MALE income=24387_43758 car=YES 62 sex=MALE income=24387_43758 save_act=YES 80 sex=MALE income=24387_43758 current_act=YES 85 sex=MALE income=24387_43758 mortgage=NO 65 sex=MALE married=NO save_act=YES 68 sex=MALE married=NO current_act=YES 78 sex=MALE married=NO mortgage=NO 63 sex=MALE married=YES children=0 86 sex=MALE married=YES car=NO 103 sex=MALE married=YES car=YES 98 sex=MALE married=YES save_act=NO 61 sex=MALE married=YES save_act=YES 140 sex=MALE married=YES current_act=YES 147 sex=MALE married=YES mortgage=NO 123 sex=MALE married=YES mortgage=YES 78 sex=MALE married=YES pep=YES 86 sex=MALE married=YES pep=NO 115 sex=MALE children=0 car=NO 71 sex=MALE children=0 car=YES 60 sex=MALE children=0 save_act=YES 86 sex=MALE children=0 current_act=YES 97 sex=MALE children=0 mortgage=NO 73 sex=MALE children=0 pep=NO 77 sex=MALE car=NO save_act=YES 99 sex=MALE car=NO current_act=YES 115 sex=MALE car=NO mortgage=NO 87 sex=MALE car=NO mortgage=YES 64 sex=MALE car=NO pep=YES 69 sex=MALE car=NO pep=NO 82 sex=MALE car=YES save_act=YES 109 sex=MALE car=YES current_act=YES 110 sex=MALE car=YES mortgage=NO 99 sex=MALE car=YES pep=YES 75 sex=MALE car=YES pep=NO 74 sex=MALE save_act=NO current_act=YES 66 sex=MALE save_act=YES current_act=YES 159 sex=MALE save_act=YES mortgage=NO 132 sex=MALE save_act=YES mortgage=YES 76 sex=MALE save_act=YES pep=YES 95 sex=MALE save_act=YES pep=NO 113 sex=MALE current_act=YES mortgage=NO 142 sex=MALE current_act=YES mortgage=YES 83 sex=MALE current_act=YES pep=YES 109 sex=MALE current_act=YES pep=NO 116 sex=MALE mortgage=NO pep=YES 92 sex=MALE mortgage=NO pep=NO 94 sex=MALE mortgage=YES pep=NO 62 region=INNER_CITY income=0_24386 married=YES 94 region=INNER_CITY income=0_24386 children=0 64 region=INNER_CITY income=0_24386 car=NO 80 region=INNER_CITY income=0_24386 save_act=YES 79 region=INNER_CITY income=0_24386 current_act=YES 101 region=INNER_CITY income=0_24386 mortgage=NO 87 region=INNER_CITY income=0_24386 pep=NO 80 region=INNER_CITY income=24387_43758 married=YES 64 region=INNER_CITY income=24387_43758 save_act=YES 61 region=INNER_CITY income=24387_43758 current_act=YES 74 region=INNER_CITY income=24387_43758 mortgage=NO 63 region=INNER_CITY married=NO current_act=YES 69 region=INNER_CITY married=YES children=0 85 region=INNER_CITY married=YES car=NO 94 region=INNER_CITY married=YES car=YES 84 region=INNER_CITY married=YES save_act=YES 120 region=INNER_CITY married=YES current_act=YES 136 region=INNER_CITY married=YES mortgage=NO 116 region=INNER_CITY married=YES mortgage=YES 62 region=INNER_CITY married=YES pep=YES 66 region=INNER_CITY married=YES pep=NO 112 region=INNER_CITY children=0 car=NO 66 region=INNER_CITY children=0 save_act=YES 74 region=INNER_CITY children=0 current_act=YES 94 region=INNER_CITY children=0 mortgage=NO 79 region=INNER_CITY children=0 pep=NO 73 region=INNER_CITY car=NO save_act=YES 88 region=INNER_CITY car=NO current_act=YES 105 region=INNER_CITY car=NO mortgage=NO 91 region=INNER_CITY car=NO pep=YES 64 region=INNER_CITY car=NO pep=NO 75 region=INNER_CITY car=YES save_act=YES 85 region=INNER_CITY car=YES current_act=YES 100 region=INNER_CITY car=YES mortgage=NO 84 region=INNER_CITY car=YES pep=NO 71 region=INNER_CITY save_act=NO current_act=YES 69 region=INNER_CITY save_act=NO mortgage=NO 63 region=INNER_CITY save_act=YES current_act=YES 136 region=INNER_CITY save_act=YES mortgage=NO 112 region=INNER_CITY save_act=YES mortgage=YES 61 region=INNER_CITY save_act=YES pep=YES 73 region=INNER_CITY save_act=YES pep=NO 100 region=INNER_CITY current_act=YES mortgage=NO 136 region=INNER_CITY current_act=YES mortgage=YES 69 region=INNER_CITY current_act=YES pep=YES 90 region=INNER_CITY current_act=YES pep=NO 115 region=INNER_CITY mortgage=NO pep=YES 79 region=INNER_CITY mortgage=NO pep=NO 96 region=TOWN income=0_24386 current_act=YES 61 region=TOWN income=0_24386 pep=NO 61 region=TOWN married=YES save_act=YES 86 region=TOWN married=YES current_act=YES 80 region=TOWN married=YES mortgage=NO 71 region=TOWN married=YES pep=NO 75 region=TOWN car=YES save_act=YES 70 region=TOWN car=YES current_act=YES 69 region=TOWN save_act=YES current_act=YES 94 region=TOWN save_act=YES mortgage=NO 79 region=TOWN save_act=YES pep=NO 76 region=TOWN current_act=YES mortgage=NO 79 region=TOWN current_act=YES pep=NO 74 income=0_24386 married=NO current_act=YES 71 income=0_24386 married=YES children=0 87 income=0_24386 married=YES car=NO 113 income=0_24386 married=YES car=YES 82 income=0_24386 married=YES save_act=NO 77 income=0_24386 married=YES save_act=YES 118 income=0_24386 married=YES current_act=YES 144 income=0_24386 married=YES mortgage=NO 133 income=0_24386 married=YES mortgage=YES 62 income=0_24386 married=YES pep=YES 67 income=0_24386 married=YES pep=NO 128 income=0_24386 children=0 car=NO 75 income=0_24386 children=0 save_act=YES 68 income=0_24386 children=0 current_act=YES 94 income=0_24386 children=0 mortgage=NO 79 income=0_24386 children=0 pep=NO 71 income=0_24386 car=NO save_act=NO 68 income=0_24386 car=NO save_act=YES 94 income=0_24386 car=NO current_act=YES 122 income=0_24386 car=NO mortgage=NO 107 income=0_24386 car=NO pep=YES 62 income=0_24386 car=NO pep=NO 100 income=0_24386 car=YES save_act=YES 77 income=0_24386 car=YES current_act=YES 93 income=0_24386 car=YES mortgage=NO 81 income=0_24386 car=YES pep=NO 76 income=0_24386 save_act=NO current_act=YES 83 income=0_24386 save_act=NO mortgage=NO 74 income=0_24386 save_act=YES current_act=YES 132 income=0_24386 save_act=YES mortgage=NO 114 income=0_24386 save_act=YES pep=NO 119 income=0_24386 current_act=YES mortgage=NO 143 income=0_24386 current_act=YES mortgage=YES 72 income=0_24386 current_act=YES pep=YES 83 income=0_24386 current_act=YES pep=NO 132 income=0_24386 mortgage=NO pep=YES 70 income=0_24386 mortgage=NO pep=NO 118 income=24387_43758 married=NO current_act=YES 68 income=24387_43758 married=YES children=0 69 income=24387_43758 married=YES car=NO 67 income=24387_43758 married=YES car=YES 81 income=24387_43758 married=YES save_act=YES 106 income=24387_43758 married=YES current_act=YES 109 income=24387_43758 married=YES mortgage=NO 93 income=24387_43758 married=YES pep=NO 92 income=24387_43758 children=0 save_act=YES 73 income=24387_43758 children=0 current_act=YES 77 income=24387_43758 children=0 mortgage=NO 63 income=24387_43758 children=0 pep=NO 71 income=24387_43758 car=NO save_act=YES 75 income=24387_43758 car=NO current_act=YES 84 income=24387_43758 car=NO mortgage=NO 64 income=24387_43758 car=YES save_act=YES 88 income=24387_43758 car=YES current_act=YES 93 income=24387_43758 car=YES mortgage=NO 84 income=24387_43758 car=YES pep=YES 60 income=24387_43758 car=YES pep=NO 69 income=24387_43758 save_act=YES current_act=YES 124 income=24387_43758 save_act=YES mortgage=NO 101 income=24387_43758 save_act=YES mortgage=YES 62 income=24387_43758 save_act=YES pep=YES 73 income=24387_43758 save_act=YES pep=NO 90 income=24387_43758 current_act=YES mortgage=NO 115 income=24387_43758 current_act=YES mortgage=YES 62 income=24387_43758 current_act=YES pep=YES 88 income=24387_43758 current_act=YES pep=NO 89 income=24387_43758 mortgage=NO pep=YES 72 income=24387_43758 mortgage=NO pep=NO 76 income=43759_max save_act=YES current_act=YES 63 married=NO children=0 current_act=YES 66 married=NO car=NO save_act=YES 72 married=NO car=NO current_act=YES 84 married=NO car=NO mortgage=NO 64 married=NO car=NO pep=YES 60 married=NO car=YES save_act=YES 65 married=NO car=YES current_act=YES 78 married=NO car=YES mortgage=NO 66 married=NO car=YES pep=YES 60 married=NO save_act=YES current_act=YES 113 married=NO save_act=YES mortgage=NO 86 married=NO save_act=YES pep=YES 77 married=NO save_act=YES pep=NO 60 married=NO current_act=YES mortgage=NO 102 married=NO current_act=YES mortgage=YES 60 married=NO current_act=YES pep=YES 95 married=NO current_act=YES pep=NO 67 married=NO mortgage=NO pep=YES 92 married=YES children=0 car=NO 100 married=YES children=0 car=YES 80 married=YES children=0 save_act=NO 61 married=YES children=0 save_act=YES 119 married=YES children=0 current_act=YES 133 married=YES children=0 mortgage=NO 116 married=YES children=0 mortgage=YES 64 married=YES children=0 pep=NO 141 married=YES children=1 save_act=YES 65 married=YES children=1 current_act=YES 65 married=YES children=1 pep=YES 74 married=YES children=2 save_act=YES 60 married=YES children=2 current_act=YES 62 married=YES car=NO save_act=NO 69 married=YES car=NO save_act=YES 133 married=YES car=NO current_act=YES 151 married=YES car=NO mortgage=NO 133 married=YES car=NO mortgage=YES 69 married=YES car=NO pep=YES 76 married=YES car=NO pep=NO 126 married=YES car=YES save_act=YES 144 married=YES car=YES current_act=YES 142 married=YES car=YES mortgage=NO 128 married=YES car=YES mortgage=YES 66 married=YES car=YES pep=YES 78 married=YES car=YES pep=NO 116 married=YES save_act=NO current_act=YES 87 married=YES save_act=NO mortgage=NO 77 married=YES save_act=NO pep=NO 67 married=YES save_act=YES current_act=NO 71 married=YES save_act=YES current_act=YES 206 married=YES save_act=YES mortgage=NO 184 married=YES save_act=YES mortgage=YES 93 married=YES save_act=YES pep=YES 102 married=YES save_act=YES pep=NO 175 married=YES current_act=NO mortgage=NO 62 married=YES current_act=NO pep=NO 65 married=YES current_act=YES mortgage=NO 199 married=YES current_act=YES mortgage=YES 94 married=YES current_act=YES pep=YES 116 married=YES current_act=YES pep=NO 177 married=YES mortgage=NO pep=YES 90 married=YES mortgage=NO pep=NO 171 married=YES mortgage=YES pep=YES 64 married=YES mortgage=YES pep=NO 71 children=0 car=NO save_act=YES 89 children=0 car=NO current_act=YES 107 children=0 car=NO mortgage=NO 92 children=0 car=NO pep=NO 91 children=0 car=YES save_act=YES 85 children=0 car=YES current_act=YES 92 children=0 car=YES mortgage=NO 72 children=0 car=YES pep=NO 76 children=0 save_act=NO current_act=YES 66 children=0 save_act=YES current_act=YES 133 children=0 save_act=YES mortgage=NO 112 children=0 save_act=YES mortgage=YES 62 children=0 save_act=YES pep=NO 131 children=0 current_act=YES mortgage=NO 125 children=0 current_act=YES mortgage=YES 74 children=0 current_act=YES pep=YES 72 children=0 current_act=YES pep=NO 127 children=0 mortgage=NO pep=NO 107 children=0 mortgage=YES pep=NO 60 children=1 save_act=YES current_act=YES 73 children=1 save_act=YES pep=YES 80 children=1 current_act=YES mortgage=NO 68 children=1 current_act=YES pep=YES 84 children=1 mortgage=NO pep=YES 71 children=2 save_act=YES current_act=YES 78 children=2 save_act=YES mortgage=NO 69 children=2 current_act=YES mortgage=NO 73 car=NO save_act=NO current_act=YES 76 car=NO save_act=NO mortgage=NO 68 car=NO save_act=YES current_act=YES 159 car=NO save_act=YES mortgage=NO 129 car=NO save_act=YES mortgage=YES 76 car=NO save_act=YES pep=YES 88 car=NO save_act=YES pep=NO 117 car=NO current_act=YES mortgage=NO 158 car=NO current_act=YES mortgage=YES 77 car=NO current_act=YES pep=YES 110 car=NO current_act=YES pep=NO 125 car=NO mortgage=NO pep=YES 89 car=NO mortgage=NO pep=NO 108 car=NO mortgage=YES pep=NO 60 car=YES save_act=NO current_act=YES 60 car=YES save_act=YES current_act=YES 160 car=YES save_act=YES mortgage=NO 141 car=YES save_act=YES mortgage=YES 68 car=YES save_act=YES pep=YES 91 car=YES save_act=YES pep=NO 118 car=YES current_act=YES mortgage=NO 143 car=YES current_act=YES mortgage=YES 77 car=YES current_act=YES pep=YES 101 car=YES current_act=YES pep=NO 119 car=YES mortgage=NO pep=YES 93 car=YES mortgage=NO pep=NO 101 save_act=NO current_act=YES mortgage=NO 89 save_act=NO current_act=YES pep=YES 71 save_act=NO current_act=YES pep=NO 65 save_act=NO mortgage=NO pep=NO 67 save_act=YES current_act=YES mortgage=NO 212 save_act=YES current_act=YES mortgage=YES 107 save_act=YES current_act=YES pep=YES 140 save_act=YES current_act=YES pep=NO 179 save_act=YES mortgage=NO pep=YES 128 save_act=YES mortgage=NO pep=NO 142 save_act=YES mortgage=YES pep=NO 93 current_act=YES mortgage=NO pep=YES 143 current_act=YES mortgage=NO pep=NO 158 current_act=YES mortgage=YES pep=YES 68 current_act=YES mortgage=YES pep=NO 86 Size of set of large itemsets L(4): 277 Large Itemsets L(4): age=0_34 sex=FEMALE income=0_24386 current_act=YES 68 age=0_34 sex=MALE income=0_24386 current_act=YES 70 age=0_34 region=INNER_CITY income=0_24386 married=YES 60 age=0_34 region=INNER_CITY income=0_24386 current_act=YES 68 age=0_34 income=0_24386 married=YES car=NO 66 age=0_34 income=0_24386 married=YES save_act=YES 68 age=0_34 income=0_24386 married=YES current_act=YES 89 age=0_34 income=0_24386 married=YES mortgage=NO 80 age=0_34 income=0_24386 married=YES pep=NO 79 age=0_34 income=0_24386 car=NO save_act=YES 60 age=0_34 income=0_24386 car=NO current_act=YES 80 age=0_34 income=0_24386 car=NO mortgage=NO 64 age=0_34 income=0_24386 car=NO pep=NO 61 age=0_34 income=0_24386 save_act=YES current_act=YES 86 age=0_34 income=0_24386 save_act=YES mortgage=NO 72 age=0_34 income=0_24386 save_act=YES pep=NO 75 age=0_34 income=0_24386 current_act=YES mortgage=NO 88 age=0_34 income=0_24386 current_act=YES pep=NO 87 age=0_34 income=0_24386 mortgage=NO pep=NO 72 age=0_34 married=YES current_act=YES mortgage=NO 67 age=0_34 married=YES current_act=YES pep=NO 66 age=0_34 married=YES mortgage=NO pep=NO 64 age=0_34 save_act=YES current_act=YES mortgage=NO 61 age=0_34 save_act=YES current_act=YES pep=NO 64 age=0_34 current_act=YES mortgage=NO pep=NO 61 age=35_51 sex=MALE save_act=YES current_act=YES 61 age=35_51 income=24387_43758 save_act=YES current_act=YES 72 age=35_51 married=YES save_act=YES current_act=YES 73 age=35_51 married=YES save_act=YES mortgage=NO 61 age=35_51 married=YES save_act=YES pep=NO 64 age=35_51 married=YES current_act=YES mortgage=NO 70 age=35_51 married=YES current_act=YES pep=NO 62 age=35_51 married=YES mortgage=NO pep=NO 64 age=35_51 save_act=YES current_act=YES mortgage=NO 74 age=35_51 save_act=YES current_act=YES pep=NO 62 age=52_max sex=FEMALE save_act=YES current_act=YES 63 age=52_max sex=FEMALE current_act=YES mortgage=NO 60 age=52_max income=43759_max save_act=YES current_act=YES 61 age=52_max married=YES car=YES save_act=YES 60 age=52_max married=YES save_act=YES current_act=YES 74 age=52_max married=YES save_act=YES mortgage=NO 67 age=52_max married=YES current_act=YES mortgage=NO 62 age=52_max car=YES save_act=YES current_act=YES 61 age=52_max save_act=YES current_act=YES mortgage=NO 77 age=52_max save_act=YES current_act=YES pep=YES 60 age=52_max save_act=YES mortgage=NO pep=YES 60 age=52_max current_act=YES mortgage=NO pep=YES 64 sex=FEMALE region=INNER_CITY married=YES save_act=YES 60 sex=FEMALE region=INNER_CITY married=YES current_act=YES 69 sex=FEMALE region=INNER_CITY married=YES pep=NO 60 sex=FEMALE region=INNER_CITY save_act=YES current_act=YES 71 sex=FEMALE region=INNER_CITY current_act=YES mortgage=NO 71 sex=FEMALE region=INNER_CITY current_act=YES pep=NO 64 sex=FEMALE income=0_24386 married=YES current_act=YES 68 sex=FEMALE income=0_24386 married=YES mortgage=NO 67 sex=FEMALE income=0_24386 married=YES pep=NO 65 sex=FEMALE income=0_24386 save_act=YES current_act=YES 61 sex=FEMALE income=0_24386 current_act=YES mortgage=NO 72 sex=FEMALE income=0_24386 current_act=YES pep=NO 63 sex=FEMALE income=24387_43758 save_act=YES current_act=YES 63 sex=FEMALE income=24387_43758 current_act=YES mortgage=NO 62 sex=FEMALE married=YES children=0 save_act=YES 63 sex=FEMALE married=YES children=0 current_act=YES 71 sex=FEMALE married=YES children=0 mortgage=NO 70 sex=FEMALE married=YES children=0 pep=NO 78 sex=FEMALE married=YES car=NO save_act=YES 68 sex=FEMALE married=YES car=NO current_act=YES 76 sex=FEMALE married=YES car=NO mortgage=NO 76 sex=FEMALE married=YES car=NO pep=NO 66 sex=FEMALE married=YES car=YES save_act=YES 69 sex=FEMALE married=YES car=YES current_act=YES 70 sex=FEMALE married=YES car=YES mortgage=NO 62 sex=FEMALE married=YES car=YES pep=NO 61 sex=FEMALE married=YES save_act=YES current_act=YES 103 sex=FEMALE married=YES save_act=YES mortgage=NO 95 sex=FEMALE married=YES save_act=YES pep=NO 91 sex=FEMALE married=YES current_act=YES mortgage=NO 106 sex=FEMALE married=YES current_act=YES pep=NO 93 sex=FEMALE married=YES mortgage=NO pep=NO 93 sex=FEMALE children=0 save_act=YES current_act=YES 68 sex=FEMALE children=0 save_act=YES mortgage=NO 62 sex=FEMALE children=0 save_act=YES pep=NO 69 sex=FEMALE children=0 current_act=YES mortgage=NO 73 sex=FEMALE children=0 current_act=YES pep=NO 70 sex=FEMALE children=0 mortgage=NO pep=NO 64 sex=FEMALE car=NO save_act=YES current_act=YES 82 sex=FEMALE car=NO save_act=YES mortgage=NO 75 sex=FEMALE car=NO save_act=YES pep=NO 64 sex=FEMALE car=NO current_act=YES mortgage=NO 87 sex=FEMALE car=NO current_act=YES pep=NO 64 sex=FEMALE car=NO mortgage=NO pep=NO 64 sex=FEMALE car=YES save_act=YES current_act=YES 78 sex=FEMALE car=YES save_act=YES mortgage=NO 63 sex=FEMALE car=YES current_act=YES mortgage=NO 72 sex=FEMALE car=YES current_act=YES pep=NO 64 sex=FEMALE save_act=YES current_act=YES mortgage=NO 107 sex=FEMALE save_act=YES current_act=YES pep=YES 68 sex=FEMALE save_act=YES current_act=YES pep=NO 92 sex=FEMALE save_act=YES mortgage=NO pep=YES 61 sex=FEMALE save_act=YES mortgage=NO pep=NO 77 sex=FEMALE current_act=YES mortgage=NO pep=YES 73 sex=FEMALE current_act=YES mortgage=NO pep=NO 86 sex=MALE region=INNER_CITY married=YES save_act=YES 60 sex=MALE region=INNER_CITY married=YES current_act=YES 67 sex=MALE region=INNER_CITY save_act=YES current_act=YES 65 sex=MALE region=INNER_CITY current_act=YES mortgage=NO 65 sex=MALE income=0_24386 married=YES current_act=YES 76 sex=MALE income=0_24386 married=YES mortgage=NO 66 sex=MALE income=0_24386 married=YES pep=NO 63 sex=MALE income=0_24386 car=NO current_act=YES 65 sex=MALE income=0_24386 save_act=YES current_act=YES 71 sex=MALE income=0_24386 save_act=YES pep=NO 62 sex=MALE income=0_24386 current_act=YES mortgage=NO 71 sex=MALE income=0_24386 current_act=YES pep=NO 69 sex=MALE income=24387_43758 save_act=YES current_act=YES 61 sex=MALE married=YES children=0 current_act=YES 62 sex=MALE married=YES children=0 pep=NO 63 sex=MALE married=YES car=NO save_act=YES 65 sex=MALE married=YES car=NO current_act=YES 75 sex=MALE married=YES car=NO pep=NO 60 sex=MALE married=YES car=YES save_act=YES 75 sex=MALE married=YES car=YES current_act=YES 72 sex=MALE married=YES car=YES mortgage=NO 66 sex=MALE married=YES save_act=YES current_act=YES 103 sex=MALE married=YES save_act=YES mortgage=NO 89 sex=MALE married=YES save_act=YES pep=NO 84 sex=MALE married=YES current_act=YES mortgage=NO 93 sex=MALE married=YES current_act=YES pep=YES 63 sex=MALE married=YES current_act=YES pep=NO 84 sex=MALE married=YES mortgage=NO pep=NO 78 sex=MALE children=0 save_act=YES current_act=YES 65 sex=MALE children=0 save_act=YES pep=NO 62 sex=MALE car=NO save_act=YES current_act=YES 77 sex=MALE car=NO current_act=YES mortgage=NO 71 sex=MALE car=NO current_act=YES pep=NO 61 sex=MALE car=YES save_act=YES current_act=YES 82 sex=MALE car=YES save_act=YES mortgage=NO 78 sex=MALE car=YES save_act=YES pep=NO 60 sex=MALE car=YES current_act=YES mortgage=NO 71 sex=MALE save_act=YES current_act=YES mortgage=NO 105 sex=MALE save_act=YES current_act=YES pep=YES 72 sex=MALE save_act=YES current_act=YES pep=NO 87 sex=MALE save_act=YES mortgage=NO pep=YES 67 sex=MALE save_act=YES mortgage=NO pep=NO 65 sex=MALE current_act=YES mortgage=NO pep=YES 70 sex=MALE current_act=YES mortgage=NO pep=NO 72 region=INNER_CITY income=0_24386 married=YES current_act=YES 71 region=INNER_CITY income=0_24386 married=YES mortgage=NO 63 region=INNER_CITY income=0_24386 married=YES pep=NO 60 region=INNER_CITY income=0_24386 save_act=YES current_act=YES 60 region=INNER_CITY income=0_24386 current_act=YES mortgage=NO 66 region=INNER_CITY income=0_24386 current_act=YES pep=NO 63 region=INNER_CITY married=YES children=0 current_act=YES 68 region=INNER_CITY married=YES children=0 pep=NO 64 region=INNER_CITY married=YES car=NO save_act=YES 60 region=INNER_CITY married=YES car=NO current_act=YES 69 region=INNER_CITY married=YES car=NO mortgage=NO 62 region=INNER_CITY married=YES car=YES save_act=YES 60 region=INNER_CITY married=YES car=YES current_act=YES 67 region=INNER_CITY married=YES save_act=YES current_act=YES 94 region=INNER_CITY married=YES save_act=YES mortgage=NO 78 region=INNER_CITY married=YES save_act=YES pep=NO 80 region=INNER_CITY married=YES current_act=YES mortgage=NO 92 region=INNER_CITY married=YES current_act=YES pep=NO 89 region=INNER_CITY married=YES mortgage=NO pep=NO 80 region=INNER_CITY children=0 save_act=YES current_act=YES 61 region=INNER_CITY children=0 current_act=YES mortgage=NO 61 region=INNER_CITY children=0 current_act=YES pep=NO 61 region=INNER_CITY car=NO save_act=YES current_act=YES 69 region=INNER_CITY car=NO current_act=YES mortgage=NO 73 region=INNER_CITY car=YES save_act=YES current_act=YES 67 region=INNER_CITY car=YES current_act=YES mortgage=NO 63 region=INNER_CITY save_act=YES current_act=YES mortgage=NO 90 region=INNER_CITY save_act=YES current_act=YES pep=NO 80 region=INNER_CITY save_act=YES mortgage=NO pep=NO 61 region=INNER_CITY current_act=YES mortgage=NO pep=NO 78 income=0_24386 married=YES children=0 current_act=YES 65 income=0_24386 married=YES children=0 pep=NO 60 income=0_24386 married=YES car=NO save_act=YES 65 income=0_24386 married=YES car=NO current_act=YES 84 income=0_24386 married=YES car=NO mortgage=NO 76 income=0_24386 married=YES car=NO pep=NO 75 income=0_24386 married=YES car=YES current_act=YES 60 income=0_24386 married=YES save_act=YES current_act=YES 87 income=0_24386 married=YES save_act=YES mortgage=NO 83 income=0_24386 married=YES save_act=YES pep=NO 86 income=0_24386 married=YES current_act=YES mortgage=NO 101 income=0_24386 married=YES current_act=YES pep=NO 94 income=0_24386 married=YES mortgage=NO pep=NO 93 income=0_24386 car=NO save_act=YES current_act=YES 71 income=0_24386 car=NO save_act=YES mortgage=NO 61 income=0_24386 car=NO save_act=YES pep=NO 64 income=0_24386 car=NO current_act=YES mortgage=NO 81 income=0_24386 car=NO current_act=YES pep=NO 73 income=0_24386 car=NO mortgage=NO pep=NO 67 income=0_24386 car=YES save_act=YES current_act=YES 61 income=0_24386 car=YES current_act=YES mortgage=NO 62 income=0_24386 save_act=YES current_act=YES mortgage=NO 88 income=0_24386 save_act=YES current_act=YES pep=NO 90 income=0_24386 save_act=YES mortgage=NO pep=NO 76 income=0_24386 current_act=YES mortgage=NO pep=NO 90 income=24387_43758 married=YES car=YES save_act=YES 60 income=24387_43758 married=YES save_act=YES current_act=YES 79 income=24387_43758 married=YES save_act=YES mortgage=NO 66 income=24387_43758 married=YES save_act=YES pep=NO 67 income=24387_43758 married=YES current_act=YES mortgage=NO 72 income=24387_43758 married=YES current_act=YES pep=NO 64 income=24387_43758 married=YES mortgage=NO pep=NO 63 income=24387_43758 car=YES save_act=YES current_act=YES 65 income=24387_43758 car=YES current_act=YES mortgage=NO 60 income=24387_43758 save_act=YES current_act=YES mortgage=NO 81 income=24387_43758 save_act=YES current_act=YES pep=NO 66 married=NO car=NO save_act=YES current_act=YES 60 married=NO save_act=YES current_act=YES mortgage=NO 70 married=NO save_act=YES current_act=YES pep=YES 64 married=NO save_act=YES mortgage=NO pep=YES 64 married=NO current_act=YES mortgage=NO pep=YES 73 married=YES children=0 car=NO save_act=YES 64 married=YES children=0 car=NO current_act=YES 74 married=YES children=0 car=NO mortgage=NO 67 married=YES children=0 car=NO pep=NO 80 married=YES children=0 car=YES pep=NO 61 married=YES children=0 save_act=YES current_act=YES 87 married=YES children=0 save_act=YES mortgage=NO 80 married=YES children=0 save_act=YES pep=NO 107 married=YES children=0 current_act=YES mortgage=NO 88 married=YES children=0 current_act=YES pep=NO 105 married=YES children=0 mortgage=NO pep=NO 104 married=YES car=NO save_act=YES current_act=YES 99 married=YES car=NO save_act=YES mortgage=NO 84 married=YES car=NO save_act=YES pep=NO 87 married=YES car=NO current_act=YES mortgage=NO 104 married=YES car=NO current_act=YES pep=NO 92 married=YES car=NO mortgage=NO pep=NO 89 married=YES car=YES save_act=YES current_act=YES 107 married=YES car=YES save_act=YES mortgage=NO 100 married=YES car=YES save_act=YES pep=NO 88 married=YES car=YES current_act=YES mortgage=NO 95 married=YES car=YES current_act=YES pep=NO 85 married=YES car=YES mortgage=NO pep=NO 82 married=YES save_act=YES current_act=YES mortgage=NO 142 married=YES save_act=YES current_act=YES mortgage=YES 64 married=YES save_act=YES current_act=YES pep=YES 76 married=YES save_act=YES current_act=YES pep=NO 130 married=YES save_act=YES mortgage=NO pep=YES 64 married=YES save_act=YES mortgage=NO pep=NO 120 married=YES current_act=YES mortgage=NO pep=YES 70 married=YES current_act=YES mortgage=NO pep=NO 129 children=0 car=NO save_act=YES current_act=YES 70 children=0 car=NO save_act=YES pep=NO 67 children=0 car=NO current_act=YES mortgage=NO 72 children=0 car=NO current_act=YES pep=NO 69 children=0 car=NO mortgage=NO pep=NO 62 children=0 car=YES save_act=YES current_act=YES 63 children=0 car=YES save_act=YES pep=NO 64 children=0 save_act=YES current_act=YES mortgage=NO 87 children=0 save_act=YES current_act=YES pep=NO 101 children=0 save_act=YES mortgage=NO pep=NO 74 children=0 current_act=YES mortgage=NO pep=NO 82 children=1 save_act=YES current_act=YES pep=YES 63 car=NO save_act=YES current_act=YES mortgage=NO 104 car=NO save_act=YES current_act=YES pep=YES 72 car=NO save_act=YES current_act=YES pep=NO 87 car=NO save_act=YES mortgage=NO pep=YES 61 car=NO save_act=YES mortgage=NO pep=NO 68 car=NO current_act=YES mortgage=NO pep=YES 77 car=NO current_act=YES mortgage=NO pep=NO 81 car=YES save_act=YES current_act=YES mortgage=NO 108 car=YES save_act=YES current_act=YES pep=YES 68 car=YES save_act=YES current_act=YES pep=NO 92 car=YES save_act=YES mortgage=NO pep=YES 67 car=YES save_act=YES mortgage=NO pep=NO 74 car=YES current_act=YES mortgage=NO pep=YES 66 car=YES current_act=YES mortgage=NO pep=NO 77 save_act=YES current_act=YES mortgage=NO pep=YES 104 save_act=YES current_act=YES mortgage=NO pep=NO 108 save_act=YES current_act=YES mortgage=YES pep=NO 71 Size of set of large itemsets L(5): 33 Large Itemsets L(5): age=0_34 income=0_24386 married=YES current_act=YES mortgage=NO 62 age=0_34 income=0_24386 married=YES current_act=YES pep=NO 61 age=0_34 income=0_24386 save_act=YES current_act=YES pep=NO 60 sex=FEMALE married=YES children=0 current_act=YES pep=NO 60 sex=FEMALE married=YES children=0 mortgage=NO pep=NO 63 sex=FEMALE married=YES car=NO current_act=YES mortgage=NO 60 sex=FEMALE married=YES save_act=YES current_act=YES mortgage=NO 72 sex=FEMALE married=YES save_act=YES current_act=YES pep=NO 67 sex=FEMALE married=YES save_act=YES mortgage=NO pep=NO 64 sex=FEMALE married=YES current_act=YES mortgage=NO pep=NO 70 sex=MALE married=YES save_act=YES current_act=YES mortgage=NO 70 sex=MALE married=YES save_act=YES current_act=YES pep=NO 63 region=INNER_CITY married=YES save_act=YES current_act=YES mortgage=NO 63 region=INNER_CITY married=YES save_act=YES current_act=YES pep=NO 65 region=INNER_CITY married=YES current_act=YES mortgage=NO pep=NO 66 income=0_24386 married=YES save_act=YES current_act=YES mortgage=NO 63 income=0_24386 married=YES save_act=YES current_act=YES pep=NO 62 income=0_24386 married=YES save_act=YES mortgage=NO pep=NO 61 income=0_24386 married=YES current_act=YES mortgage=NO pep=NO 71 married=YES children=0 car=NO current_act=YES pep=NO 60 married=YES children=0 car=NO mortgage=NO pep=NO 60 married=YES children=0 save_act=YES current_act=YES mortgage=NO 61 married=YES children=0 save_act=YES current_act=YES pep=NO 80 married=YES children=0 save_act=YES mortgage=NO pep=NO 73 married=YES children=0 current_act=YES mortgage=NO pep=NO 80 married=YES car=NO save_act=YES current_act=YES mortgage=NO 66 married=YES car=NO save_act=YES current_act=YES pep=NO 64 married=YES car=NO current_act=YES mortgage=NO pep=NO 66 married=YES car=YES save_act=YES current_act=YES mortgage=NO 76 married=YES car=YES save_act=YES current_act=YES pep=NO 66 married=YES car=YES save_act=YES mortgage=NO pep=NO 63 married=YES car=YES current_act=YES mortgage=NO pep=NO 63 married=YES save_act=YES current_act=YES mortgage=NO pep=NO 91 Best rules found: 1. age=52_max save_act=YES current_act=YES 113 ==> income=43759_max 61 conf:(0.54) < lift:(4.05)> lev:(0.08) [45] conv:(665207.55) 2. income=43759_max 80 ==> age=52_max save_act=YES current_act=YES 61 conf:(0.76) < lift:(4.05)> lev:(0.08) [45] conv:(1168800) 3. income=43759_max current_act=YES 63 ==> age=52_max save_act=YES 61 conf:(0.97) < lift:(3.85)> lev:(0.08) [45] conv:(5657400) 4. age=52_max save_act=YES 151 ==> income=43759_max current_act=YES 61 conf:(0.4) < lift:(3.85)> lev:(0.08) [45] conv:(534639.56) 5. age=52_max save_act=YES 151 ==> income=43759_max 76 conf:(0.5) < lift:(3.77)> lev:(0.09) [55] conv:(619894.74) 6. income=43759_max 80 ==> age=52_max save_act=YES 76 conf:(0.95) < lift:(3.77)> lev:(0.09) [55] conv:(4310400) 7. age=52_max current_act=YES 144 ==> income=43759_max save_act=YES 61 conf:(0.42) < lift:(3.18)> lev:(0.07) [41] conv:(534857.14) 8. income=43759_max save_act=YES 80 ==> age=52_max current_act=YES 61 conf:(0.76) < lift:(3.18)> lev:(0.07) [41] conv:(1094400) 9. age=52_max current_act=YES 144 ==> income=43759_max 61 conf:(0.42) < lift:(3.18)> lev:(0.07) [41] conv:(534857.14) 10. income=43759_max 80 ==> age=52_max current_act=YES 61 conf:(0.76) < lift:(3.18)> lev:(0.07) [41] conv:(1094400) 11. income=43759_max save_act=YES current_act=YES 63 ==> age=52_max 61 conf:(0.97) < lift:(3.04)> lev:(0.07) [40] conv:(5153400) 12. age=52_max 191 ==> income=43759_max save_act=YES current_act=YES 61 conf:(0.32) < lift:(3.04)> lev:(0.07) [40] conv:(469772.52) 13. income=43759_max current_act=YES 63 ==> age=52_max 61 conf:(0.97) < lift:(3.04)> lev:(0.07) [40] conv:(5153400) 14. age=52_max 191 ==> income=43759_max current_act=YES 61 conf:(0.32) < lift:(3.04)> lev:(0.07) [40] conv:(469772.52) 15. income=43759_max save_act=YES 80 ==> age=52_max 76 conf:(0.95) < lift:(2.98)> lev:(0.08) [50] conv:(3926400) 16. age=52_max 191 ==> income=43759_max save_act=YES 76 conf:(0.4) < lift:(2.98)> lev:(0.08) [50] conv:(513724.14) 17. income=43759_max 80 ==> age=52_max 76 conf:(0.95) < lift:(2.98)> lev:(0.08) [50] conv:(3926400) 18. age=52_max 191 ==> income=43759_max 76 conf:(0.4) < lift:(2.98)> lev:(0.08) [50] conv:(513724.14) 19. income=0_24386 current_act=YES pep=NO 132 ==> age=0_34 save_act=YES 60 conf:(0.45) < lift:(2.29)> lev:(0.06) [33] conv:(521852.05) 20. age=0_34 save_act=YES 119 ==> income=0_24386 current_act=YES pep=NO 60 conf:(0.5) < lift:(2.29)> lev:(0.06) [33] conv:(556920) 21. age=0_34 current_act=YES pep=NO 95 ==> income=0_24386 save_act=YES 60 conf:(0.63) < lift:(2.22)> lev:(0.05) [32] conv:(679250) 22. income=0_24386 save_act=YES 171 ==> age=0_34 current_act=YES pep=NO 60 conf:(0.35) < lift:(2.22)> lev:(0.05) [32] conv:(462616.07) 23. age=0_34 pep=NO 124 ==> income=0_24386 save_act=YES current_act=YES 60 conf:(0.48) < lift:(2.2)> lev:(0.05) [32] conv:(535680) 24. income=0_24386 save_act=YES current_act=YES 132 ==> age=0_34 pep=NO 60 conf:(0.45) < lift:(2.2)> lev:(0.05) [32] conv:(516427.4) 25. income=0_24386 current_act=YES pep=NO 132 ==> age=0_34 married=YES 61 conf:(0.46) < lift:(2.17)> lev:(0.05) [32] conv:(519200) 26. age=0_34 married=YES 128 ==> income=0_24386 current_act=YES pep=NO 61 conf:(0.48) < lift:(2.17)> lev:(0.05) [32] conv:(528564.71) 27. income=0_24386 pep=NO 176 ==> age=0_34 save_act=YES current_act=YES 60 conf:(0.34) < lift:(2.15)> lev:(0.05) [32] conv:(455794.87) 28. age=0_34 save_act=YES current_act=YES 95 ==> income=0_24386 pep=NO 60 conf:(0.63) < lift:(2.15)> lev:(0.05) [32] conv:(671333.33) 29. income=0_24386 pep=NO 176 ==> age=0_34 save_act=YES 75 conf:(0.43) < lift:(2.15)> lev:(0.07) [40] conv:(497976.47) 30. age=0_34 save_act=YES 119 ==> income=0_24386 pep=NO 75 conf:(0.63) < lift:(2.15)> lev:(0.07) [40] conv:(672746.67) 31. married=YES pep=YES 154 ==> children=1 74 conf:(0.48) < lift:(2.14)> lev:(0.07) [39] conv:(530444.44) 32. children=1 135 ==> married=YES pep=YES 74 conf:(0.55) < lift:(2.14)> lev:(0.07) [39] conv:(582677.42) 33. age=0_34 pep=NO 124 ==> income=0_24386 save_act=YES 75 conf:(0.6) < lift:(2.12)> lev:(0.07) [39] conv:(638352) 34. income=0_24386 save_act=YES 171 ==> age=0_34 pep=NO 75 conf:(0.44) < lift:(2.12)> lev:(0.07) [39] conv:(503480.41) 35. income=0_24386 pep=NO 176 ==> age=0_34 married=YES current_act=YES 61 conf:(0.35) < lift:(2.12)> lev:(0.05) [32] conv:(456993.1) 36. age=0_34 married=YES current_act=YES 98 ==> income=0_24386 pep=NO 61 conf:(0.62) < lift:(2.12)> lev:(0.05) [32] conv:(656084.21) 37. income=0_24386 pep=NO 176 ==> age=0_34 married=YES 79 conf:(0.45) < lift:(2.1)> lev:(0.07) [41] conv:(508604.08) 38. age=0_34 married=YES 128 ==> income=0_24386 pep=NO 79 conf:(0.62) < lift:(2.1)> lev:(0.07) [41] conv:(651264) 39. save_act=YES pep=YES 179 ==> children=1 current_act=YES 63 conf:(0.35) < lift:(2.09)> lev:(0.05) [32] conv:(458056.41) 40. children=1 current_act=YES 101 ==> save_act=YES pep=YES 63 conf:(0.62) < lift:(2.09)> lev:(0.05) [32] conv:(654169.23) 41. income=0_24386 current_act=YES 215 ==> age=0_34 car=NO 80 conf:(0.37) < lift:(2.09)> lev:(0.07) [41] conv:(467625) 42. age=0_34 car=NO 107 ==> income=0_24386 current_act=YES 80 conf:(0.75) < lift:(2.09)> lev:(0.07) [41] conv:(882750) 43. region=INNER_CITY income=0_24386 current_act=YES 101 ==> age=0_34 68 conf:(0.67) < lift:(2.07)> lev:(0.06) [35] conv:(721852.94) 44. age=0_34 195 ==> region=INNER_CITY income=0_24386 current_act=YES 68 conf:(0.35) < lift:(2.07)> lev:(0.06) [35] conv:(456117.19) 45. age=0_34 married=YES 128 ==> region=INNER_CITY income=0_24386 60 conf:(0.47) < lift:(2.07)> lev:(0.05) [30] conv:(516452.17) 46. region=INNER_CITY income=0_24386 136 ==> age=0_34 married=YES 60 conf:(0.44) < lift:(2.07)> lev:(0.05) [30] conv:(500197.4) 47. age=0_34 mortgage=NO 125 ==> income=0_24386 married=YES current_act=YES 62 conf:(0.5) < lift:(2.07)> lev:(0.05) [31] conv:(534375) 48. income=0_24386 married=YES current_act=YES 144 ==> age=0_34 mortgage=NO 62 conf:(0.43) < lift:(2.07)> lev:(0.05) [31] conv:(494457.83) 49. sex=FEMALE income=0_24386 current_act=YES 102 ==> age=0_34 68 conf:(0.67) < lift:(2.05)> lev:(0.06) [34] conv:(708171.43) 50. age=0_34 195 ==> sex=FEMALE income=0_24386 current_act=YES 68 conf:(0.35) < lift:(2.05)> lev:(0.06) [34] conv:(455203.13) 51. income=0_24386 save_act=YES current_act=YES pep=NO 90 ==> age=0_34 60 conf:(0.67) < lift:(2.05)> lev:(0.05) [30] conv:(705483.87) 52. age=0_34 195 ==> income=0_24386 save_act=YES current_act=YES pep=NO 60 conf:(0.31) < lift:(2.05)> lev:(0.05) [30] conv:(438750) 53. income=0_24386 married=NO 90 ==> age=0_34 60 conf:(0.67) < lift:(2.05)> lev:(0.05) [30] conv:(705483.87) 54. age=0_34 195 ==> income=0_24386 married=NO 60 conf:(0.31) < lift:(2.05)> lev:(0.05) [30] conv:(438750) 55. age=0_34 pep=NO 124 ==> income=0_24386 married=YES current_act=YES 61 conf:(0.49) < lift:(2.05)> lev:(0.05) [31] conv:(530100) 56. income=0_24386 married=YES current_act=YES 144 ==> age=0_34 pep=NO 61 conf:(0.42) < lift:(2.05)> lev:(0.05) [31] conv:(489600) 57. age=0_34 save_act=YES pep=NO 82 ==> income=0_24386 current_act=YES 60 conf:(0.73) < lift:(2.04)> lev:(0.05) [30] conv:(823565.22) 58. income=0_24386 current_act=YES 215 ==> age=0_34 save_act=YES pep=NO 60 conf:(0.28) < lift:(2.04)> lev:(0.05) [30] conv:(428346.15) 59. income=0_24386 current_act=YES 215 ==> age=0_34 sex=FEMALE 68 conf:(0.32) < lift:(2.04)> lev:(0.06) [34] conv:(441912.16) 60. age=0_34 sex=FEMALE 93 ==> income=0_24386 current_act=YES 68 conf:(0.73) < lift:(2.04)> lev:(0.06) [34] conv:(826269.23) 61. income=0_24386 current_act=YES mortgage=NO 143 ==> age=0_34 married=YES 62 conf:(0.43) < lift:(2.03)> lev:(0.05) [31] conv:(493873.17) 62. age=0_34 married=YES 128 ==> income=0_24386 current_act=YES mortgage=NO 62 conf:(0.48) < lift:(2.03)> lev:(0.05) [31] conv:(523844.78) 63. income=0_24386 current_act=YES pep=NO 132 ==> age=0_34 87 conf:(0.66) < lift:(2.03)> lev:(0.07) [44] conv:(697304.35) 64. age=0_34 195 ==> income=0_24386 current_act=YES pep=NO 87 conf:(0.45) < lift:(2.03)> lev:(0.07) [44] conv:(502348.62) 65. age=0_34 mortgage=NO 125 ==> income=0_24386 save_act=YES 72 conf:(0.58) < lift:(2.02)> lev:(0.06) [36] conv:(595833.33) 66. income=0_24386 save_act=YES 171 ==> age=0_34 mortgage=NO 72 conf:(0.42) < lift:(2.02)> lev:(0.06) [36] conv:(487350) 67. income=0_24386 mortgage=NO 188 ==> age=0_34 married=YES current_act=YES 62 conf:(0.33) < lift:(2.02)> lev:(0.05) [31] conv:(445870.87) 68. age=0_34 married=YES current_act=YES 98 ==> income=0_24386 mortgage=NO 62 conf:(0.63) < lift:(2.02)> lev:(0.05) [31] conv:(654745.95) 69. income=0_24386 car=NO current_act=YES 122 ==> age=0_34 80 conf:(0.66) < lift:(2.02)> lev:(0.07) [40] conv:(689441.86) 70. age=0_34 195 ==> income=0_24386 car=NO current_act=YES 80 conf:(0.41) < lift:(2.02)> lev:(0.07) [40] conv:(482120.69) 71. income=0_24386 current_act=YES 215 ==> age=0_34 save_act=YES 86 conf:(0.4) < lift:(2.02)> lev:(0.07) [43] conv:(477300) 72. age=0_34 save_act=YES 119 ==> income=0_24386 current_act=YES 86 conf:(0.72) < lift:(2.02)> lev:(0.07) [43] conv:(808500) 73. age=0_34 married=YES car=NO 69 ==> income=0_24386 66 conf:(0.96) < lift:(2.01)> lev:(0.06) [33] conv:(3260250) 74. income=0_24386 285 ==> age=0_34 married=YES car=NO 66 conf:(0.23) < lift:(2.01)> lev:(0.06) [33] conv:(412731.82) 75. age=0_34 current_act=YES mortgage=NO 95 ==> income=0_24386 married=YES 62 conf:(0.65) < lift:(2.01)> lev:(0.05) [31] conv:(678970.59) 76. income=0_24386 married=YES 195 ==> age=0_34 current_act=YES mortgage=NO 62 conf:(0.32) < lift:(2.01)> lev:(0.05) [31] conv:(440932.84) 77. income=0_24386 save_act=YES current_act=YES 132 ==> age=0_34 86 conf:(0.65) < lift:(2)> lev:(0.07) [43] conv:(682468.09) 78. age=0_34 195 ==> income=0_24386 save_act=YES current_act=YES 86 conf:(0.44) < lift:(2)> lev:(0.07) [43] conv:(497781.82) 79. save_act=YES current_act=YES pep=YES 140 ==> children=1 63 conf:(0.45) < lift:(2)> lev:(0.05) [31] conv:(500769.23) 80. children=1 135 ==> save_act=YES current_act=YES pep=YES 63 conf:(0.47) < lift:(2)> lev:(0.05) [31] conv:(510410.96) 81. income=0_24386 married=YES current_act=YES pep=NO 94 ==> age=0_34 61 conf:(0.65) < lift:(2)> lev:(0.05) [30] conv:(671823.53) 82. age=0_34 195 ==> income=0_24386 married=YES current_act=YES pep=NO 61 conf:(0.31) < lift:(2)> lev:(0.05) [30] conv:(438533.33) 83. income=0_24386 mortgage=NO 188 ==> age=0_34 married=YES 80 conf:(0.43) < lift:(1.99)> lev:(0.07) [39] conv:(488455.05) 84. age=0_34 married=YES 128 ==> income=0_24386 mortgage=NO 80 conf:(0.63) < lift:(1.99)> lev:(0.07) [39] conv:(645746.94) 85. save_act=YES pep=YES 179 ==> children=1 80 conf:(0.45) < lift:(1.99)> lev:(0.07) [39] conv:(499410) 86. children=1 135 ==> save_act=YES pep=YES 80 conf:(0.59) < lift:(1.99)> lev:(0.07) [39] conv:(608946.43) 87. age=0_34 car=NO mortgage=NO 68 ==> income=0_24386 64 conf:(0.94) < lift:(1.98)> lev:(0.05) [31] conv:(2570400) 88. income=0_24386 285 ==> age=0_34 car=NO mortgage=NO 64 conf:(0.22) < lift:(1.98)> lev:(0.05) [31] conv:(409783.78) 89. income=0_24386 save_act=YES pep=NO 119 ==> age=0_34 current_act=YES 60 conf:(0.5) < lift:(1.98)> lev:(0.05) [29] conv:(531930) 90. age=0_34 current_act=YES 153 ==> income=0_24386 save_act=YES pep=NO 60 conf:(0.39) < lift:(1.98)> lev:(0.05) [29] conv:(469742.55) 91. age=0_34 current_act=YES pep=NO 95 ==> income=0_24386 married=YES 61 conf:(0.64) < lift:(1.98)> lev:(0.05) [30] conv:(659571.43) 92. income=0_24386 married=YES 195 ==> age=0_34 current_act=YES pep=NO 61 conf:(0.31) < lift:(1.98)> lev:(0.05) [30] conv:(437666.67) 93. income=0_24386 current_act=YES 215 ==> age=0_34 138 conf:(0.64) < lift:(1.97)> lev:(0.11) [68] conv:(669807.69) 94. age=0_34 195 ==> income=0_24386 current_act=YES 138 conf:(0.71) < lift:(1.97)> lev:(0.11) [68] conv:(776637.93) 95. age=0_34 save_act=YES current_act=YES pep=NO 64 ==> income=0_24386 60 conf:(0.94) < lift:(1.97)> lev:(0.05) [29] conv:(2419200) 96. income=0_24386 285 ==> age=0_34 save_act=YES current_act=YES pep=NO 60 conf:(0.21) < lift:(1.97)> lev:(0.05) [29] conv:(405557.52) 97. age=0_34 car=NO save_act=YES 64 ==> income=0_24386 60 conf:(0.94) < lift:(1.97)> lev:(0.05) [29] conv:(2419200) 98. income=0_24386 285 ==> age=0_34 car=NO save_act=YES 60 conf:(0.21) < lift:(1.97)> lev:(0.05) [29] conv:(405557.52) 99. age=0_34 region=INNER_CITY married=YES 64 ==> income=0_24386 60 conf:(0.94) < lift:(1.97)> lev:(0.05) [29] conv:(2419200) 100. income=0_24386 285 ==> age=0_34 region=INNER_CITY married=YES 60 conf:(0.21) < lift:(1.97)> lev:(0.05) [29] conv:(405557.52)