{"code": 200, "formatter": "summarize", "rules": "<pre><code class=\"summarize\">Data distribution:\n    1007.33036: 0.19% (112 instances)\n    1046.78: 0.08% (50 instances)\n    1087.38298: 0.08% (47 instances)\n    1134.38095: 0.03% (21 instances)\n    1172: 0.03% (16 instances)\n    1221.2: 0.02% (10 instances)\n    1276.16667: 0.01% (6 instances)\n    1335: 0.00% (1 instance)\n    134.54493: 5.18% (3127 instances)\n    14.41588: 9.64% (5819 instances)\n    1465: 0.00% (1 instance)\n    170.3754: 5.19% (3130 instances)\n    208.3443: 5.54% (3343 instances)\n    258.59813: 8.66% (5228 instances)\n    310.90669: 5.77% (3483 instances)\n    360.09584: 7.52% (4539 instances)\n    419.24833: 7.68% (4639 instances)\n    475.99361: 6.22% (3756 instances)\n    522.5398: 4.37% (2638 instances)\n    55.06492: 7.86% (4744 instances)\n    562.65188: 3.88% (2344 instances)\n    601.47646: 3.48% (2103 instances)\n    639.80936: 2.83% (1710 instances)\n    674.571: 2.22% (1338 instances)\n    710.0376: 1.85% (1117 instances)\n    745.48543: 1.65% (995 instances)\n    780.67867: 1.24% (750 instances)\n    816.25524: 0.95% (572 instances)\n    854.56237: 0.78% (473 instances)\n    902.15108: 0.69% (417 instances)\n    958.06103: 0.35% (213 instances)\n    96.8838: 6.00% (3623 instances)\n\n\nPredicted distribution:\n    110.34114: 0.99% (598 instances)\n    111.20749: 3.10% (1870 instances)\n    112.45977: 0.29% (174 instances)\n    1129.42105: 0.03% (19 instances)\n    114.98872: 0.44% (266 instances)\n    1166.63636: 0.02% (11 instances)\n    1173.88889: 0.03% (18 instances)\n    12.13693: 6.47% (3907 instances)\n    121.35884: 0.63% (379 instances)\n    147.40984: 0.61% (366 instances)\n    151.71598: 0.28% (169 instances)\n    153.78264: 2.69% (1624 instances)\n    155.31336: 1.08% (651 instances)\n    166.74755: 1.18% (713 instances)\n    173.89394: 0.11% (66 instances)\n    177.64748: 0.23% (139 instances)\n    180.09091: 0.16% (99 instances)\n    190.78908: 0.88% (531 instances)\n    199.58761: 0.78% (468 instances)\n    200.0478: 2.63% (1590 instances)\n    205.88095: 0.07% (42 instances)\n    217.34884: 0.07% (43 instances)\n    218.56356: 0.39% (236 instances)\n    219.69271: 0.32% (192 instances)\n    222.93216: 0.66% (398 instances)\n    227.36856: 1.22% (738 instances)\n    227.55593: 0.49% (295 instances)\n    230.29949: 0.33% (197 instances)\n    235.97485: 1.98% (1193 instances)\n    236.73016: 0.21% (126 instances)\n    239.30973: 0.19% (113 instances)\n    243.04545: 0.11% (66 instances)\n    245.05629: 0.88% (533 instances)\n    252.65979: 0.16% (97 instances)\n    254.38418: 0.29% (177 instances)\n    257.30147: 0.45% (272 instances)\n    263.16: 0.17% (100 instances)\n    267.6285: 0.71% (428 instances)\n    269.89922: 0.21% (129 instances)\n    27.67141: 4.08% (2462 instances)\n    270.14706: 0.17% (102 instances)\n    271.48323: 1.09% (656 instances)\n    272.58242: 0.75% (455 instances)\n    276.125: 0.05% (32 instances)\n    289.1791: 0.11% (67 instances)\n    290.84966: 0.73% (439 instances)\n    302.08451: 0.71% (426 instances)\n    303.22759: 0.24% (145 instances)\n    304.21687: 0.14% (83 instances)\n    307.69091: 0.09% (55 instances)\n    311.40052: 0.64% (387 instances)\n    311.42553: 0.47% (282 instances)\n    312.48069: 0.77% (466 instances)\n    314.49451: 0.30% (182 instances)\n    316.13291: 0.26% (158 instances)\n    321.24664: 0.74% (446 instances)\n    322.74468: 0.16% (94 instances)\n    323.42222: 0.22% (135 instances)\n    324.02404: 0.34% (208 instances)\n    329.95763: 0.59% (354 instances)\n    333.05882: 0.17% (102 instances)\n    335.40704: 0.66% (398 instances)\n    336.70714: 0.23% (140 instances)\n    338.22846: 0.44% (267 instances)\n    342.41379: 0.05% (29 instances)\n    344.13873: 0.29% (173 instances)\n    346.39286: 0.19% (112 instances)\n    346.89116: 0.97% (588 instances)\n    352.32353: 0.11% (68 instances)\n    357.25245: 0.68% (408 instances)\n    357.45503: 0.31% (189 instances)\n    360.69492: 0.29% (177 instances)\n    363.06443: 0.59% (357 instances)\n    364.23261: 0.69% (417 instances)\n    372.20755: 0.18% (106 instances)\n    372.88806: 0.22% (134 instances)\n    374.96078: 0.17% (102 instances)\n    378.95238: 0.10% (63 instances)\n    388.95385: 0.32% (195 instances)\n    392.78667: 0.25% (150 instances)\n    393.10592: 0.53% (321 instances)\n    395.26786: 0.09% (56 instances)\n    398.22368: 0.25% (152 instances)\n    399.14085: 0.12% (71 instances)\n    405.87452: 0.44% (263 instances)\n    406.45666: 0.78% (473 instances)\n    411.98765: 0.27% (162 instances)\n    416.83108: 0.49% (296 instances)\n    417.12876: 0.39% (233 instances)\n    418.22622: 0.78% (473 instances)\n    418.38851: 0.49% (296 instances)\n    418.39487: 0.32% (195 instances)\n    418.92265: 0.30% (181 instances)\n    422.3604: 0.84% (505 instances)\n    428.18182: 0.18% (110 instances)\n    432.0479: 0.28% (167 instances)\n    432.8381: 0.17% (105 instances)\n    433.99119: 0.38% (227 instances)\n    440.12676: 0.12% (71 instances)\n    441.65541: 0.49% (296 instances)\n    442.16667: 0.03% (18 instances)\n    448.5087: 0.76% (460 instances)\n    450.67464: 0.35% (209 instances)\n    452.62255: 0.34% (204 instances)\n    452.92308: 0.32% (195 instances)\n    455.55172: 0.05% (29 instances)\n    456.6194: 0.22% (134 instances)\n    457.80851: 0.08% (47 instances)\n    458.42731: 0.38% (227 instances)\n    462.5407: 0.28% (172 instances)\n    463.25714: 0.17% (105 instances)\n    471.18391: 0.14% (87 instances)\n    471.69972: 0.58% (353 instances)\n    473.46154: 0.04% (26 instances)\n    473.78873: 0.12% (71 instances)\n    475.5: 0.05% (28 instances)\n    484.5274: 0.24% (146 instances)\n    486.25281: 0.59% (356 instances)\n    490.90233: 0.36% (215 instances)\n    493.01843: 0.36% (217 instances)\n    498.47619: 0.03% (21 instances)\n    499.4: 0.08% (50 instances)\n    500.32653: 0.16% (98 instances)\n    500.57851: 0.20% (121 instances)\n    501.20482: 0.27% (166 instances)\n    503.96045: 0.29% (177 instances)\n    507.72826: 0.15% (92 instances)\n    513.20447: 0.52% (313 instances)\n    516: 0.04% (24 instances)\n    516.0104: 0.80% (481 instances)\n    516.5: 0.19% (116 instances)\n    516.92105: 0.06% (38 instances)\n    517.29762: 0.14% (84 instances)\n    517.41048: 0.38% (229 instances)\n    518.24324: 0.25% (148 instances)\n    519.02913: 0.34% (206 instances)\n    519.81522: 0.30% (184 instances)\n    519.95313: 0.21% (128 instances)\n    52.06667: 2.51% (1515 instances)\n    520.35: 0.10% (60 instances)\n    522.12032: 0.62% (374 instances)\n    522.74172: 0.25% (151 instances)\n    524.176: 0.21% (125 instances)\n    525.64706: 0.06% (34 instances)\n    528.95783: 0.27% (166 instances)\n    535.73529: 0.06% (34 instances)\n    540.28011: 0.59% (357 instances)\n    541.53521: 0.12% (71 instances)\n    543.70992: 0.22% (131 instances)\n    546.72574: 0.39% (237 instances)\n    548.85714: 0.01% (7 instances)\n    549.97778: 0.07% (45 instances)\n    550.69231: 0.19% (117 instances)\n    555.66667: 0.29% (177 instances)\n    557: 0.12% (75 instances)\n    562.61044: 0.41% (249 instances)\n    566.05882: 0.03% (17 instances)\n    567.65079: 0.21% (126 instances)\n    570.63333: 0.05% (30 instances)\n    572.92593: 0.63% (378 instances)\n    573.31638: 0.29% (177 instances)\n    577.11111: 0.01% (9 instances)\n    577.77731: 0.39% (238 instances)\n    581.81301: 0.20% (123 instances)\n    586.11765: 0.03% (17 instances)\n    589.14835: 0.30% (182 instances)\n    592.76271: 0.20% (118 instances)\n    592.85714: 0.05% (28 instances)\n    593.04762: 0.03% (21 instances)\n    594.13: 0.17% (100 instances)\n    597.67045: 0.29% (176 instances)\n    603.17188: 0.11% (64 instances)\n    604.27027: 0.06% (37 instances)\n    608.16273: 0.63% (381 instances)\n    608.1938: 0.21% (129 instances)\n    611.30068: 0.49% (296 instances)\n    611.58: 0.08% (50 instances)\n    613.42051: 0.32% (195 instances)\n    618.49206: 0.21% (126 instances)\n    619.77966: 0.10% (59 instances)\n    620.46154: 0.37% (221 instances)\n    624.2: 0.12% (70 instances)\n    625.73826: 0.25% (149 instances)\n    627.56: 0.04% (25 instances)\n    628.0875: 0.13% (80 instances)\n    629.98701: 0.13% (77 instances)\n    630.86784: 0.38% (227 instances)\n    632.10204: 0.16% (98 instances)\n    637.51449: 0.23% (138 instances)\n    639.15789: 0.06% (38 instances)\n    64.14492: 1.95% (1180 instances)\n    645.20859: 0.27% (163 instances)\n    649.66667: 0.02% (15 instances)\n    649.89474: 0.03% (19 instances)\n    650.32751: 0.38% (229 instances)\n    656.17647: 0.06% (34 instances)\n    662.45614: 0.19% (114 instances)\n    665.58511: 0.16% (94 instances)\n    668.07547: 0.35% (212 instances)\n    670.35374: 0.24% (147 instances)\n    670.44615: 0.22% (130 instances)\n    673.327: 0.44% (263 instances)\n    677.68966: 0.10% (58 instances)\n    678.94182: 0.46% (275 instances)\n    683.91111: 0.22% (135 instances)\n    689.8871: 0.41% (248 instances)\n    694.01596: 0.31% (188 instances)\n    696.51087: 0.30% (184 instances)\n    700.64151: 0.09% (53 instances)\n    700.67586: 0.24% (145 instances)\n    703.01667: 0.10% (60 instances)\n    709.17582: 0.15% (91 instances)\n    713.72727: 0.02% (11 instances)\n    718.66667: 0.49% (294 instances)\n    721.63158: 0.03% (19 instances)\n    735.84: 0.17% (100 instances)\n    736.95489: 0.22% (133 instances)\n    741.78571: 0.19% (112 instances)\n    741.97122: 0.23% (139 instances)\n    754.98492: 0.33% (199 instances)\n    756.35632: 0.14% (87 instances)\n    757.26515: 0.22% (132 instances)\n    759.62573: 0.28% (171 instances)\n    762.6: 0.13% (80 instances)\n    763.74691: 0.27% (162 instances)\n    773.81065: 0.28% (169 instances)\n    778.47541: 0.10% (61 instances)\n    78.12663: 3.56% (2148 instances)\n    783.55814: 0.07% (43 instances)\n    784.075: 0.07% (40 instances)\n    786.82927: 0.14% (82 instances)\n    787.15068: 0.12% (73 instances)\n    791.78431: 0.17% (102 instances)\n    806.78: 0.08% (50 instances)\n    814.10853: 0.21% (129 instances)\n    821.36923: 0.22% (130 instances)\n    824.61818: 0.09% (55 instances)\n    831.5873: 0.10% (63 instances)\n    841.86932: 0.29% (176 instances)\n    850.6: 0.07% (45 instances)\n    866.69091: 0.18% (110 instances)\n    867.85294: 0.06% (34 instances)\n    882.17708: 0.16% (96 instances)\n    91.16126: 1.53% (924 instances)\n    914.075: 0.07% (40 instances)\n    921.5411: 0.24% (146 instances)\n    924.5: 0.00% (2 instances)\n    924.54386: 0.09% (57 instances)\n    927.17857: 0.05% (28 instances)\n    936.86441: 0.10% (59 instances)\n    957.14035: 0.09% (57 instances)\n    965.22034: 0.20% (118 instances)\n    971: 0.09% (57 instances)\n\n\nField importance:\n    1. products_purchased_shop_1: 50.97%\n    2. amount_purchased_shop_2: 23.37%\n    3. amount_purchased_shop_1: 11.36%\n    4. amount_purchased_shop_3: 3.94%\n    5. avg_purchase_shop_1: 2.44%\n    6. amount_purchased_shop_5: 1.95%\n    7. products_purchased_shop_2: 1.76%\n    8. products_purchased_shop_4: 1.54%\n    9. avg_purchase_shop_2: 1.02%\n    10. products_purchased_shop_3: 0.88%\n    11. products_purchased_shop_5: 0.33%\n    12. amount_purchased_shop_4: 0.30%\n    13. shops_used: 0.10%\n    14. avg_purchase_shop_3: 0.04%\n\n\nRules summary:\n\n\n110.34114: (data 0.00% / prediction 0.99%) products_purchased_shop_1 <= 36 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and 123 < products_purchased_shop_2 <= 232  [Confidence: 3572.01%; impurity: 0.46%]\n\n\n111.20749: (data 0.00% / prediction 3.10%) 117 < products_purchased_shop_1 <= 202  and amount_purchased_shop_2 <= 97.90107 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 356.22244 and products_purchased_shop_2 <= 172 and products_purchased_shop_4 <= 533 and products_purchased_shop_3 <= 75 and amount_purchased_shop_4 <= 330.86426 [Confidence: 2487.89%; impurity: 0.46%]\n\n\n112.45977: (data 0.00% / prediction 0.29%) products_purchased_shop_1 <= 34 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 161.53147 and 196.45498 < amount_purchased_shop_5 <= 1161.36751  and products_purchased_shop_4 <= 85 and products_purchased_shop_2 <= 40 [Confidence: 5908.48%; impurity: 0.47%]\n\n\n1129.42105: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 > 22197.56008 and 19.76587 < avg_purchase_shop_1 <= 23.34802  [Confidence: 10462.45%; impurity: 0.47%]\n\n\n114.98872: (data 0.00% / prediction 0.44%) products_purchased_shop_1 <= 34 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 161.53147 and amount_purchased_shop_5 <= 1161.36751 and 85 < products_purchased_shop_4 <= 553  and products_purchased_shop_2 <= 123 [Confidence: 5422.43%; impurity: 0.48%]\n\n\n1166.63636: (data 0.00% / prediction 0.02%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 > 27638.69725 and 23.34802 < avg_purchase_shop_1 <= 29.13355  [Confidence: 30458.00%; impurity: 0.45%]\n\n\n1173.88889: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 > 19135.42527 and avg_purchase_shop_1 <= 19.76587 [Confidence: 13996.39%; impurity: 0.47%]\n\n\n12.13693: (data 0.00% / prediction 6.47%) products_purchased_shop_1 <= 34 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 161.53147 and amount_purchased_shop_5 <= 196.45498 and products_purchased_shop_4 <= 85 and products_purchased_shop_2 <= 40 and shops_used <= 1 [Confidence: 1115.17%; impurity: 0.46%]\n\n\n121.35884: (data 0.00% / prediction 0.63%) products_purchased_shop_1 <= 34 and amount_purchased_shop_2 <= 1619.23724 and 161.53147 < amount_purchased_shop_3 <= 892.36093  and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 <= 123 [Confidence: 5581.47%; impurity: 0.48%]\n\n\n147.40984: (data 0.00% / prediction 0.61%) products_purchased_shop_1 <= 36 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and 232 < products_purchased_shop_2 <= 348  [Confidence: 4348.88%; impurity: 0.46%]\n\n\n151.71598: (data 0.00% / prediction 0.28%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 > 348 and avg_purchase_shop_2 > 7.59194 [Confidence: 4883.44%; impurity: 0.48%]\n\n\n153.78264: (data 0.00% / prediction 2.69%) 202 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 185.81391 and products_purchased_shop_2 <= 42 and products_purchased_shop_4 <= 533 and products_purchased_shop_3 <= 75 [Confidence: 3335.00%; impurity: 0.47%]\n\n\n155.31336: (data 0.00% / prediction 1.08%) 117 < products_purchased_shop_1 <= 202  and 97.90107 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 356.22244 and products_purchased_shop_2 <= 172 and products_purchased_shop_4 <= 533 and products_purchased_shop_3 <= 75 [Confidence: 3474.86%; impurity: 0.47%]\n\n\n166.74755: (data 0.00% / prediction 1.18%) 36 < products_purchased_shop_1 <= 117  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and 123 < products_purchased_shop_2 <= 348  [Confidence: 4460.95%; impurity: 0.47%]\n\n\n173.89394: (data 0.00% / prediction 0.11%) 34 < products_purchased_shop_1 <= 117  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 <= 123 and shops_used > 2 and products_purchased_shop_3 <= 127 and products_purchased_shop_5 <= 107 and amount_purchased_shop_4 > 263.67269 [Confidence: 5690.92%; impurity: 0.48%]\n\n\n177.64748: (data 0.00% / prediction 0.23%) 34 < products_purchased_shop_1 <= 117  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 <= 123 and shops_used > 2 and products_purchased_shop_3 > 127 [Confidence: 5421.35%; impurity: 0.48%]\n\n\n180.09091: (data 0.00% / prediction 0.16%) 34 < products_purchased_shop_1 <= 117  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 <= 123 and shops_used > 2 and products_purchased_shop_3 <= 127 and products_purchased_shop_5 > 107 [Confidence: 6174.03%; impurity: 0.48%]\n\n\n190.78908: (data 0.00% / prediction 0.88%) 202 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 185.81391 and 42 < products_purchased_shop_2 <= 172  and products_purchased_shop_4 <= 533 and products_purchased_shop_3 <= 75 [Confidence: 3510.50%; impurity: 0.47%]\n\n\n199.58761: (data 0.00% / prediction 0.78%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1095.41768 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 > 348 and avg_purchase_shop_2 <= 7.59194 [Confidence: 4923.33%; impurity: 0.47%]\n\n\n200.0478: (data 0.00% / prediction 2.63%) 306 < products_purchased_shop_1 <= 417  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 1223 and products_purchased_shop_4 <= 485 and products_purchased_shop_3 <= 149 and amount_purchased_shop_5 <= 157.45228 [Confidence: 4046.91%; impurity: 0.47%]\n\n\n205.88095: (data 0.00% / prediction 0.07%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 1698.00091 < amount_purchased_shop_3 <= 2996.05091  and products_purchased_shop_2 <= 126 and avg_purchase_shop_3 > 11.02308 [Confidence: 6605.11%; impurity: 0.48%]\n\n\n217.34884: (data 0.00% / prediction 0.07%) 117 < products_purchased_shop_1 <= 202  and amount_purchased_shop_2 <= 97.90107 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 356.22244 and products_purchased_shop_2 <= 172 and products_purchased_shop_4 <= 533 and products_purchased_shop_3 <= 75 and amount_purchased_shop_4 > 330.86426 [Confidence: 6139.46%; impurity: 0.48%]\n\n\n218.56356: (data 0.00% / prediction 0.39%) products_purchased_shop_1 <= 176 and 1619.23724 < amount_purchased_shop_2 <= 3227.23377  and avg_purchase_shop_2 > 10.73116 [Confidence: 6946.68%; impurity: 0.48%]\n\n\n219.69271: (data 0.00% / prediction 0.32%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 892.36093 < amount_purchased_shop_3 <= 1698.00091  and products_purchased_shop_2 <= 126 [Confidence: 7639.23%; impurity: 0.48%]\n\n\n222.93216: (data 0.00% / prediction 0.66%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 <= 172 and products_purchased_shop_4 <= 533 and products_purchased_shop_3 > 75 [Confidence: 6291.46%; impurity: 0.47%]\n\n\n227.36856: (data 0.00% / prediction 1.22%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 895.06366 and amount_purchased_shop_3 <= 303.33363 and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 > 172 and amount_purchased_shop_4 <= 1004.523 [Confidence: 5009.45%; impurity: 0.47%]\n\n\n227.55593: (data 0.00% / prediction 0.49%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2136.81316 and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 > 7.75312 [Confidence: 6138.22%; impurity: 0.47%]\n\n\n230.29949: (data 0.00% / prediction 0.33%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and 553 < products_purchased_shop_4 <= 1224  and amount_purchased_shop_4 <= 5807.33764 [Confidence: 7344.49%; impurity: 0.47%]\n\n\n235.97485: (data 0.00% / prediction 1.98%) 417 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 1223 and products_purchased_shop_4 <= 485 and shops_used <= 2 [Confidence: 4678.69%; impurity: 0.47%]\n\n\n236.73016: (data 0.00% / prediction 0.21%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and 1161.36751 < amount_purchased_shop_5 <= 3807.68341  and products_purchased_shop_5 <= 991 [Confidence: 8118.22%; impurity: 0.48%]\n\n\n239.30973: (data 0.00% / prediction 0.19%) 117 < products_purchased_shop_1 <= 306  and 895.06366 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 > 172 and amount_purchased_shop_4 <= 1004.523 and avg_purchase_shop_2 > 6.5895 [Confidence: 5088.61%; impurity: 0.48%]\n\n\n243.04545: (data 0.00% / prediction 0.11%) 117 < products_purchased_shop_1 <= 202  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and 356.22244 < amount_purchased_shop_5 <= 1767.52742  and products_purchased_shop_2 <= 172 and products_purchased_shop_4 <= 533 and products_purchased_shop_3 <= 75 [Confidence: 7772.70%; impurity: 0.48%]\n\n\n245.05629: (data 0.00% / prediction 0.88%) products_purchased_shop_1 <= 117 and 1095.41768 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 > 348 and avg_purchase_shop_2 <= 7.59194 [Confidence: 4525.60%; impurity: 0.48%]\n\n\n252.65979: (data 0.00% / prediction 0.16%) 202 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and 185.81391 < amount_purchased_shop_5 <= 1767.52742  and products_purchased_shop_2 <= 172 and products_purchased_shop_4 <= 533 and products_purchased_shop_3 <= 75 [Confidence: 7834.26%; impurity: 0.48%]\n\n\n254.38418: (data 0.00% / prediction 0.29%) products_purchased_shop_1 > 579 and 2136.81316 < amount_purchased_shop_1 <= 2725.67617  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 > 9.45885 [Confidence: 5281.73%; impurity: 0.47%]\n\n\n257.30147: (data 0.00% / prediction 0.45%) products_purchased_shop_1 <= 176 and 1619.23724 < amount_purchased_shop_2 <= 2465.15285  and 7.87058 < avg_purchase_shop_2 <= 10.73116  and products_purchased_shop_3 <= 317 and amount_purchased_shop_4 <= 11394.827 [Confidence: 5706.19%; impurity: 0.47%]\n\n\n263.16: (data 0.00% / prediction 0.17%) products_purchased_shop_1 <= 176 and 3227.23377 < amount_purchased_shop_2 <= 5110.29835  and avg_purchase_shop_2 > 14.75697 [Confidence: 6696.92%; impurity: 0.48%]\n\n\n267.6285: (data 0.00% / prediction 0.71%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 1940.08946 and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and 6.32852 < avg_purchase_shop_1 <= 7.75312  and products_purchased_shop_4 <= 967 [Confidence: 4514.87%; impurity: 0.47%]\n\n\n269.89922: (data 0.00% / prediction 0.21%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3920.92026  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 > 12.41721 and products_purchased_shop_3 <= 709 [Confidence: 7141.23%; impurity: 0.48%]\n\n\n27.67141: (data 0.00% / prediction 4.08%) products_purchased_shop_1 <= 34 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 161.53147 and amount_purchased_shop_5 <= 196.45498 and products_purchased_shop_4 <= 85 and products_purchased_shop_2 <= 40 and shops_used > 1 [Confidence: 1784.44%; impurity: 0.47%]\n\n\n270.14706: (data 0.00% / prediction 0.17%) 306 < products_purchased_shop_1 <= 417  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 1223 and products_purchased_shop_4 <= 485 and products_purchased_shop_3 <= 149 and amount_purchased_shop_5 > 157.45228 [Confidence: 7601.26%; impurity: 0.47%]\n\n\n271.48323: (data 0.00% / prediction 1.09%) 417 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 1223 and products_purchased_shop_4 <= 485 and shops_used > 2 [Confidence: 6063.93%; impurity: 0.47%]\n\n\n272.58242: (data 0.00% / prediction 0.75%) 306 < products_purchased_shop_1 <= 579  and 294.68947 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 888 and products_purchased_shop_2 <= 339 and amount_purchased_shop_4 <= 1320.24075 and amount_purchased_shop_1 <= 1241.70616 [Confidence: 5625.42%; impurity: 0.47%]\n\n\n276.125: (data 0.00% / prediction 0.05%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 7735.93446  and amount_purchased_shop_2 <= 2445.47264 and avg_purchase_shop_1 > 21.27969 [Confidence: 8729.23%; impurity: 0.48%]\n\n\n289.1791: (data 0.00% / prediction 0.11%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 2996.05091 < amount_purchased_shop_3 <= 4936.27917  and avg_purchase_shop_3 > 13.30305 [Confidence: 8966.80%; impurity: 0.48%]\n\n\n290.84966: (data 0.00% / prediction 0.73%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 1618.28283 and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 <= 6.32852 and products_purchased_shop_4 <= 967 [Confidence: 4576.51%; impurity: 0.48%]\n\n\n302.08451: (data 0.00% / prediction 0.71%) 117 < products_purchased_shop_1 <= 306  and 895.06366 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 > 172 and amount_purchased_shop_4 <= 1004.523 and avg_purchase_shop_2 <= 6.5895 [Confidence: 5076.58%; impurity: 0.47%]\n\n\n303.22759: (data 0.00% / prediction 0.24%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 1698.00091 < amount_purchased_shop_3 <= 2996.05091  and products_purchased_shop_2 <= 126 and avg_purchase_shop_3 <= 11.02308 [Confidence: 7417.15%; impurity: 0.48%]\n\n\n304.21687: (data 0.00% / prediction 0.14%) 306 < products_purchased_shop_1 <= 417  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 1223 and products_purchased_shop_4 <= 485 and products_purchased_shop_3 > 149 [Confidence: 8377.98%; impurity: 0.48%]\n\n\n307.69091: (data 0.00% / prediction 0.09%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 895.06366 and 303.33363 < amount_purchased_shop_3 <= 1219.52152  and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 > 172 and amount_purchased_shop_4 <= 1004.523 [Confidence: 7776.09%; impurity: 0.48%]\n\n\n311.40052: (data 0.00% / prediction 0.64%) 306 < products_purchased_shop_1 <= 579  and 294.68947 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 888 and products_purchased_shop_2 <= 339 and amount_purchased_shop_4 <= 1320.24075 and amount_purchased_shop_1 > 1241.70616 [Confidence: 6135.83%; impurity: 0.47%]\n\n\n311.42553: (data 0.00% / prediction 0.47%) products_purchased_shop_1 > 579 and 1940.08946 < amount_purchased_shop_1 <= 2267.38523  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and 6.7084 < avg_purchase_shop_1 <= 7.75312  and amount_purchased_shop_4 <= 1181.51712 [Confidence: 3345.39%; impurity: 0.47%]\n\n\n312.48069: (data 0.00% / prediction 0.77%) products_purchased_shop_1 > 579 and 2136.81316 < amount_purchased_shop_1 <= 2725.67617  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and 7.75312 < avg_purchase_shop_1 <= 9.45885  [Confidence: 4699.17%; impurity: 0.47%]\n\n\n314.49451: (data 0.00% / prediction 0.30%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 > 1224 and amount_purchased_shop_4 <= 5807.33764 [Confidence: 9584.48%; impurity: 0.48%]\n\n\n316.13291: (data 0.00% / prediction 0.26%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and 1161.36751 < amount_purchased_shop_5 <= 3807.68341  and products_purchased_shop_5 > 991 [Confidence: 9786.99%; impurity: 0.47%]\n\n\n321.24664: (data 0.00% / prediction 0.74%) products_purchased_shop_1 <= 176 and 1619.23724 < amount_purchased_shop_2 <= 2465.15285  and avg_purchase_shop_2 <= 7.87058 and products_purchased_shop_3 <= 317 and amount_purchased_shop_4 <= 11394.827 [Confidence: 6017.82%; impurity: 0.47%]\n\n\n322.74468: (data 0.00% / prediction 0.16%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 892.36093 < amount_purchased_shop_3 <= 2996.05091  and products_purchased_shop_2 > 126 [Confidence: 12491.99%; impurity: 0.48%]\n\n\n323.42222: (data 0.00% / prediction 0.22%) 176 < products_purchased_shop_1 <= 579  and 1619.23724 < amount_purchased_shop_2 <= 3188.43131  and amount_purchased_shop_3 <= 486.00569 and avg_purchase_shop_2 > 9.3938 [Confidence: 8093.86%; impurity: 0.48%]\n\n\n324.02404: (data 0.00% / prediction 0.34%) products_purchased_shop_1 <= 176 and 2465.15285 < amount_purchased_shop_2 <= 3227.23377  and 8.55323 < avg_purchase_shop_2 <= 10.73116  and products_purchased_shop_3 <= 317 [Confidence: 4692.97%; impurity: 0.47%]\n\n\n329.95763: (data 0.00% / prediction 0.59%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3920.92026  and amount_purchased_shop_2 <= 2163.79827 and 10.38974 < avg_purchase_shop_1 <= 12.41721  and products_purchased_shop_3 <= 709 and products_purchased_shop_5 <= 1628 [Confidence: 5785.20%; impurity: 0.48%]\n\n\n333.05882: (data 0.00% / prediction 0.17%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 <= 172 and 533 < products_purchased_shop_4 <= 2548  [Confidence: 10722.60%; impurity: 0.47%]\n\n\n335.40704: (data 0.00% / prediction 0.66%) products_purchased_shop_1 > 579 and 1618.28283 < amount_purchased_shop_1 <= 1940.08946  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 <= 6.32852 and products_purchased_shop_4 <= 967 [Confidence: 4381.03%; impurity: 0.47%]\n\n\n336.70714: (data 0.00% / prediction 0.23%) products_purchased_shop_1 > 579 and 3920.92026 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 > 12.75518 [Confidence: 7742.48%; impurity: 0.47%]\n\n\n338.22846: (data 0.00% / prediction 0.44%) products_purchased_shop_1 <= 176 and 3227.23377 < amount_purchased_shop_2 <= 4261.40458  and 10.16485 < avg_purchase_shop_2 <= 14.75697  [Confidence: 5426.31%; impurity: 0.48%]\n\n\n342.41379: (data 0.00% / prediction 0.05%) products_purchased_shop_1 <= 579 and 9209.52645 < amount_purchased_shop_2 <= 11631.06275  and avg_purchase_shop_2 > 26.70185 [Confidence: 9513.74%; impurity: 0.48%]\n\n\n344.13873: (data 0.00% / prediction 0.29%) 176 < products_purchased_shop_1 <= 579  and 1619.23724 < amount_purchased_shop_2 <= 2104.42666  and amount_purchased_shop_3 <= 486.00569 and 6.63595 < avg_purchase_shop_2 <= 9.3938  [Confidence: 6452.58%; impurity: 0.47%]\n\n\n346.39286: (data 0.00% / prediction 0.19%) products_purchased_shop_1 <= 176 and 5110.29835 < amount_purchased_shop_2 <= 6313.31803  and avg_purchase_shop_2 > 14.75697 [Confidence: 7322.70%; impurity: 0.48%]\n\n\n346.89116: (data 0.00% / prediction 0.97%) 306 < products_purchased_shop_1 <= 579  and 294.68947 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 888 and products_purchased_shop_2 > 339 [Confidence: 7118.78%; impurity: 0.47%]\n\n\n352.32353: (data 0.00% / prediction 0.11%) 176 < products_purchased_shop_1 <= 579  and 3188.43131 < amount_purchased_shop_2 <= 5189.76758  and avg_purchase_shop_2 > 13.02515 [Confidence: 8462.30%; impurity: 0.48%]\n\n\n357.25245: (data 0.00% / prediction 0.68%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3246.60959  and amount_purchased_shop_2 <= 2163.79827 and 8.24064 < avg_purchase_shop_1 <= 10.38974  and products_purchased_shop_3 <= 588 and products_purchased_shop_5 <= 1991 and products_purchased_shop_2 <= 309 [Confidence: 4935.99%; impurity: 0.47%]\n\n\n357.45503: (data 0.00% / prediction 0.31%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2725.67617 and 586.47003 < amount_purchased_shop_2 <= 2163.79827  and products_purchased_shop_3 <= 210 and avg_purchase_shop_1 > 7.70011 [Confidence: 8011.37%; impurity: 0.47%]\n\n\n360.69492: (data 0.00% / prediction 0.29%) 117 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 1619.23724 and 1219.52152 < amount_purchased_shop_3 <= 1977.71217  and products_purchased_shop_3 <= 2194 and products_purchased_shop_5 <= 1043 [Confidence: 9414.50%; impurity: 0.48%]\n\n\n363.06443: (data 0.00% / prediction 0.59%) products_purchased_shop_1 > 579 and 1940.08946 < amount_purchased_shop_1 <= 2217.42929  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 <= 6.7084 and amount_purchased_shop_4 <= 1181.51712 [Confidence: 4261.16%; impurity: 0.47%]\n\n\n364.23261: (data 0.00% / prediction 0.69%) products_purchased_shop_1 > 579 and 2267.38523 < amount_purchased_shop_1 <= 2725.67617  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and 6.7084 < avg_purchase_shop_1 <= 7.75312  and amount_purchased_shop_4 <= 1181.51712 [Confidence: 3423.30%; impurity: 0.48%]\n\n\n372.20755: (data 0.00% / prediction 0.18%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 6364.2454  and amount_purchased_shop_2 <= 2445.47264 and 15.26774 < avg_purchase_shop_1 <= 21.27969  [Confidence: 7143.62%; impurity: 0.48%]\n\n\n372.88806: (data 0.00% / prediction 0.22%) products_purchased_shop_1 <= 579 and 6313.31803 < amount_purchased_shop_2 <= 9209.52645  and avg_purchase_shop_2 > 19.80501 [Confidence: 8900.87%; impurity: 0.48%]\n\n\n374.96078: (data 0.00% / prediction 0.17%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 4936.27917 < amount_purchased_shop_3 <= 8825.14271  and avg_purchase_shop_3 > 15.58237 [Confidence: 8419.83%; impurity: 0.48%]\n\n\n378.95238: (data 0.00% / prediction 0.10%) 306 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 1223 and products_purchased_shop_4 > 485 and amount_purchased_shop_4 <= 3546.7956 [Confidence: 11283.39%; impurity: 0.48%]\n\n\n388.95385: (data 0.00% / prediction 0.32%) products_purchased_shop_1 <= 176 and 2465.15285 < amount_purchased_shop_2 <= 3227.23377  and avg_purchase_shop_2 <= 8.55323 and products_purchased_shop_3 <= 317 [Confidence: 5227.32%; impurity: 0.48%]\n\n\n392.78667: (data 0.00% / prediction 0.25%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 2996.05091 < amount_purchased_shop_3 <= 4936.27917  and avg_purchase_shop_3 <= 13.30305 [Confidence: 10286.69%; impurity: 0.47%]\n\n\n393.10592: (data 0.00% / prediction 0.53%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 1895.35655 and 586.47003 < amount_purchased_shop_2 <= 2163.79827  and products_purchased_shop_3 <= 210 and avg_purchase_shop_1 <= 7.70011 [Confidence: 7494.35%; impurity: 0.48%]\n\n\n395.26786: (data 0.00% / prediction 0.09%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 2163.79827 < amount_purchased_shop_2 <= 3756.27676  and avg_purchase_shop_2 > 11.40725 [Confidence: 10046.98%; impurity: 0.48%]\n\n\n398.22368: (data 0.00% / prediction 0.25%) products_purchased_shop_1 <= 176 and 4261.40458 < amount_purchased_shop_2 <= 5004.78885  and 10.81497 < avg_purchase_shop_2 <= 14.75697  [Confidence: 5050.04%; impurity: 0.48%]\n\n\n399.14085: (data 0.00% / prediction 0.12%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 > 1767.52742 and products_purchased_shop_5 <= 2488 [Confidence: 11253.54%; impurity: 0.48%]\n\n\n405.87452: (data 0.00% / prediction 0.44%) 176 < products_purchased_shop_1 <= 579  and 2104.42666 < amount_purchased_shop_2 <= 3188.43131  and amount_purchased_shop_3 <= 486.00569 and 7.39469 < avg_purchase_shop_2 <= 9.3938  [Confidence: 5791.88%; impurity: 0.48%]\n\n\n406.45666: (data 0.00% / prediction 0.78%) products_purchased_shop_1 > 579 and 3246.60959 < amount_purchased_shop_1 <= 3748.22188  and amount_purchased_shop_2 <= 2163.79827 and 8.24064 < avg_purchase_shop_1 <= 10.38974  and products_purchased_shop_3 <= 588 and products_purchased_shop_5 <= 1991 and products_purchased_shop_2 <= 309 [Confidence: 4809.00%; impurity: 0.47%]\n\n\n411.98765: (data 0.00% / prediction 0.27%) 176 < products_purchased_shop_1 <= 579  and 1619.23724 < amount_purchased_shop_2 <= 2104.42666  and amount_purchased_shop_3 <= 486.00569 and avg_purchase_shop_2 <= 6.63595 [Confidence: 6094.36%; impurity: 0.48%]\n\n\n416.83108: (data 0.00% / prediction 0.49%) products_purchased_shop_1 > 579 and 2217.42929 < amount_purchased_shop_1 <= 2725.67617  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 <= 6.7084 and amount_purchased_shop_4 <= 1181.51712 [Confidence: 4544.52%; impurity: 0.48%]\n\n\n417.12876: (data 0.00% / prediction 0.39%) 117 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 > 1977.71217 and products_purchased_shop_3 <= 2194 and products_purchased_shop_5 <= 1043 [Confidence: 7703.98%; impurity: 0.47%]\n\n\n418.22622: (data 0.00% / prediction 0.78%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3157.92619  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 8.24064 and products_purchased_shop_3 <= 588 and products_purchased_shop_2 <= 201 and amount_purchased_shop_5 <= 2206.9345 and products_purchased_shop_4 <= 322 [Confidence: 4744.39%; impurity: 0.47%]\n\n\n418.38851: (data 0.00% / prediction 0.49%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2725.67617 and amount_purchased_shop_2 <= 823.8841 and products_purchased_shop_3 > 210 and amount_purchased_shop_3 <= 2692.27599 and amount_purchased_shop_5 <= 1218.5343 [Confidence: 8703.89%; impurity: 0.47%]\n\n\n418.39487: (data 0.00% / prediction 0.32%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5805.5902  and amount_purchased_shop_2 <= 2445.47264 and 12.66769 < avg_purchase_shop_1 <= 15.26774  and amount_purchased_shop_3 <= 1436.32417 [Confidence: 5549.00%; impurity: 0.48%]\n\n\n418.92265: (data 0.00% / prediction 0.30%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and 3807.68341 < amount_purchased_shop_5 <= 10299.16843  [Confidence: 11078.71%; impurity: 0.47%]\n\n\n422.3604: (data 0.00% / prediction 0.84%) products_purchased_shop_1 > 579 and 3920.92026 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 2163.79827 and 10.38974 < avg_purchase_shop_1 <= 12.75518  and amount_purchased_shop_3 <= 2606.129 [Confidence: 5634.87%; impurity: 0.47%]\n\n\n428.18182: (data 0.00% / prediction 0.18%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 > 553 and 5807.33764 < amount_purchased_shop_4 <= 11823.15436  [Confidence: 12333.80%; impurity: 0.48%]\n\n\n432.0479: (data 0.00% / prediction 0.28%) 176 < products_purchased_shop_1 <= 579  and 3188.43131 < amount_purchased_shop_2 <= 4622.68872  and 10.19544 < avg_purchase_shop_2 <= 13.02515  [Confidence: 7263.82%; impurity: 0.48%]\n\n\n432.8381: (data 0.00% / prediction 0.17%) products_purchased_shop_1 > 579 and 7735.93446 < amount_purchased_shop_1 <= 9708.2118  and amount_purchased_shop_2 <= 2445.47264 and avg_purchase_shop_1 > 18.73801 [Confidence: 8226.65%; impurity: 0.48%]\n\n\n433.99119: (data 0.00% / prediction 0.38%) products_purchased_shop_1 <= 176 and 3227.23377 < amount_purchased_shop_2 <= 4261.40458  and avg_purchase_shop_2 <= 10.16485 [Confidence: 7349.86%; impurity: 0.48%]\n\n\n440.12676: (data 0.00% / prediction 0.12%) products_purchased_shop_1 <= 176 and 1619.23724 < amount_purchased_shop_2 <= 3227.23377  and avg_purchase_shop_2 <= 10.73116 and products_purchased_shop_3 > 317 [Confidence: 11402.68%; impurity: 0.48%]\n\n\n441.65541: (data 0.00% / prediction 0.49%) products_purchased_shop_1 > 579 and 3748.22188 < amount_purchased_shop_1 <= 4326.99569  and amount_purchased_shop_2 <= 479.10958 and 9.07572 < avg_purchase_shop_1 <= 10.38974  and products_purchased_shop_3 <= 588 [Confidence: 5958.29%; impurity: 0.47%]\n\n\n442.16667: (data 0.00% / prediction 0.03%) 306 < products_purchased_shop_1 <= 579  and 294.68947 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 888 and products_purchased_shop_2 <= 339 and amount_purchased_shop_4 > 1320.24075 [Confidence: 17471.71%; impurity: 0.47%]\n\n\n448.5087: (data 0.00% / prediction 0.76%) products_purchased_shop_1 > 579 and 1895.35655 < amount_purchased_shop_1 <= 2725.67617  and 586.47003 < amount_purchased_shop_2 <= 2163.79827  and products_purchased_shop_3 <= 210 and avg_purchase_shop_1 <= 7.70011 and amount_purchased_shop_5 <= 998.12275 [Confidence: 6330.04%; impurity: 0.47%]\n\n\n450.67464: (data 0.00% / prediction 0.35%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3748.22188  and amount_purchased_shop_2 <= 2163.79827 and 8.24064 < avg_purchase_shop_1 <= 10.38974  and products_purchased_shop_3 <= 588 and products_purchased_shop_5 <= 1991 and products_purchased_shop_2 > 309 [Confidence: 6367.05%; impurity: 0.47%]\n\n\n452.62255: (data 0.00% / prediction 0.34%) products_purchased_shop_1 > 579 and 6364.2454 < amount_purchased_shop_1 <= 7735.93446  and amount_purchased_shop_2 <= 2445.47264 and 15.26774 < avg_purchase_shop_1 <= 21.27969  [Confidence: 7256.24%; impurity: 0.47%]\n\n\n452.92308: (data 0.00% / prediction 0.32%) products_purchased_shop_1 <= 579 and 6313.31803 < amount_purchased_shop_2 <= 7504.0622  and 14.48747 < avg_purchase_shop_2 <= 19.80501  [Confidence: 6739.99%; impurity: 0.48%]\n\n\n455.55172: (data 0.00% / prediction 0.05%) products_purchased_shop_1 > 579 and 12278.96551 < amount_purchased_shop_1 <= 15326.21105  and avg_purchase_shop_1 > 27.32589 [Confidence: 13585.90%; impurity: 0.48%]\n\n\n456.6194: (data 0.00% / prediction 0.22%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2485.80134 and 2163.79827 < amount_purchased_shop_2 <= 3756.27676  and 8.674 < avg_purchase_shop_2 <= 11.40725  [Confidence: 8425.04%; impurity: 0.48%]\n\n\n457.80851: (data 0.00% / prediction 0.08%) 306 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 > 1223 and amount_purchased_shop_5 <= 6718.596 [Confidence: 12085.22%; impurity: 0.48%]\n\n\n458.42731: (data 0.00% / prediction 0.38%) products_purchased_shop_1 <= 176 and 5004.78885 < amount_purchased_shop_2 <= 6313.31803  and 10.81497 < avg_purchase_shop_2 <= 14.75697  [Confidence: 5716.50%; impurity: 0.47%]\n\n\n462.5407: (data 0.00% / prediction 0.28%) 176 < products_purchased_shop_1 <= 579  and 2104.42666 < amount_purchased_shop_2 <= 3188.43131  and amount_purchased_shop_3 <= 486.00569 and avg_purchase_shop_2 <= 7.39469 [Confidence: 6710.92%; impurity: 0.48%]\n\n\n463.25714: (data 0.00% / prediction 0.17%) 176 < products_purchased_shop_1 <= 579  and 5189.76758 < amount_purchased_shop_2 <= 6313.31803  and avg_purchase_shop_2 > 13.02515 [Confidence: 8284.07%; impurity: 0.48%]\n\n\n471.18391: (data 0.00% / prediction 0.14%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and 4936.27917 < amount_purchased_shop_3 <= 8825.14271  and avg_purchase_shop_3 <= 15.58237 [Confidence: 9006.03%; impurity: 0.48%]\n\n\n471.69972: (data 0.00% / prediction 0.58%) products_purchased_shop_1 > 579 and 3157.92619 < amount_purchased_shop_1 <= 3748.22188  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 8.24064 and products_purchased_shop_3 <= 588 and products_purchased_shop_2 <= 201 and amount_purchased_shop_5 <= 2206.9345 and products_purchased_shop_4 <= 322 [Confidence: 4615.17%; impurity: 0.47%]\n\n\n473.46154: (data 0.00% / prediction 0.04%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3920.92026  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 > 10.38974 and products_purchased_shop_3 > 709 [Confidence: 15819.47%; impurity: 0.48%]\n\n\n473.78873: (data 0.00% / prediction 0.12%) products_purchased_shop_1 <= 83 and 11631.06275 < amount_purchased_shop_2 <= 20422.18757  and avg_purchase_shop_2 > 29.60786 [Confidence: 13990.41%; impurity: 0.48%]\n\n\n475.5: (data 0.00% / prediction 0.05%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 > 172 and amount_purchased_shop_4 > 1004.523 [Confidence: 18677.80%; impurity: 0.48%]\n\n\n484.5274: (data 0.00% / prediction 0.24%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 3756.27676 < amount_purchased_shop_2 <= 6066.6033  and avg_purchase_shop_2 > 12.99714 [Confidence: 10116.04%; impurity: 0.47%]\n\n\n486.25281: (data 0.00% / prediction 0.59%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5805.5902  and amount_purchased_shop_2 <= 2445.47264 and 11.00039 < avg_purchase_shop_1 <= 12.66769  and amount_purchased_shop_3 <= 1436.32417 [Confidence: 5379.23%; impurity: 0.48%]\n\n\n490.90233: (data 0.00% / prediction 0.36%) products_purchased_shop_1 > 579 and 5805.5902 < amount_purchased_shop_1 <= 6662.64911  and amount_purchased_shop_2 <= 2445.47264 and 12.7707 < avg_purchase_shop_1 <= 15.26774  [Confidence: 6946.54%; impurity: 0.47%]\n\n\n493.01843: (data 0.00% / prediction 0.36%) products_purchased_shop_1 > 579 and 4326.99569 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 479.10958 and 9.07572 < avg_purchase_shop_1 <= 10.38974  and products_purchased_shop_3 <= 588 [Confidence: 5104.50%; impurity: 0.47%]\n\n\n498.47619: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 1940.08946 and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 <= 7.75312 and products_purchased_shop_4 > 967 [Confidence: 18095.57%; impurity: 0.47%]\n\n\n499.4: (data 0.00% / prediction 0.08%) products_purchased_shop_1 <= 83 and 11631.06275 < amount_purchased_shop_2 <= 13731.96508  and 22.79407 < avg_purchase_shop_2 <= 29.60786  [Confidence: 6450.38%; impurity: 0.48%]\n\n\n500.32653: (data 0.00% / prediction 0.16%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2725.67617 and 823.8841 < amount_purchased_shop_2 <= 2163.79827  and products_purchased_shop_3 > 210 and amount_purchased_shop_3 <= 2692.27599 [Confidence: 10310.11%; impurity: 0.48%]\n\n\n500.57851: (data 0.00% / prediction 0.20%) 176 < products_purchased_shop_1 <= 579  and 1619.23724 < amount_purchased_shop_2 <= 3188.43131  and amount_purchased_shop_3 > 486.00569 [Confidence: 11052.09%; impurity: 0.48%]\n\n\n501.20482: (data 0.00% / prediction 0.27%) 117 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 1619.23724 and 1219.52152 < amount_purchased_shop_3 <= 7318.25832  and products_purchased_shop_3 > 2194 [Confidence: 10723.02%; impurity: 0.48%]\n\n\n503.96045: (data 0.00% / prediction 0.29%) products_purchased_shop_1 <= 579 and 9209.52645 < amount_purchased_shop_2 <= 11631.06275  and 19.80501 < avg_purchase_shop_2 <= 26.70185  [Confidence: 7101.59%; impurity: 0.48%]\n\n\n507.72826: (data 0.00% / prediction 0.15%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2725.67617 and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 > 1487.68173 [Confidence: 12338.07%; impurity: 0.48%]\n\n\n513.20447: (data 0.00% / prediction 0.52%) 176 < products_purchased_shop_1 <= 579  and 3188.43131 < amount_purchased_shop_2 <= 4622.68872  and avg_purchase_shop_2 <= 10.19544 [Confidence: 7174.54%; impurity: 0.47%]\n\n\n516: (data 0.00% / prediction 0.04%) 306 < products_purchased_shop_1 <= 579  and 294.68947 < amount_purchased_shop_2 <= 1619.23724  and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 > 888 [Confidence: 20515.01%; impurity: 0.48%]\n\n\n516.0104: (data 0.00% / prediction 0.80%) products_purchased_shop_1 > 579 and 3748.22188 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 381.41983 and avg_purchase_shop_1 <= 9.07572 and products_purchased_shop_3 <= 588 and products_purchased_shop_5 <= 783 [Confidence: 5484.06%; impurity: 0.47%]\n\n\n516.5: (data 0.00% / prediction 0.19%) products_purchased_shop_1 <= 176 and 4261.40458 < amount_purchased_shop_2 <= 6313.31803  and avg_purchase_shop_2 <= 10.81497 [Confidence: 7235.58%; impurity: 0.48%]\n\n\n516.92105: (data 0.00% / prediction 0.06%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 <= 1767.52742 and products_purchased_shop_2 <= 172 and products_purchased_shop_4 > 2548 [Confidence: 14253.80%; impurity: 0.48%]\n\n\n517.29762: (data 0.00% / prediction 0.14%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 6066.6033 < amount_purchased_shop_2 <= 7941.72928  and avg_purchase_shop_2 > 15.64377 [Confidence: 9688.56%; impurity: 0.48%]\n\n\n517.41048: (data 0.00% / prediction 0.38%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2979.75625 and 2163.79827 < amount_purchased_shop_2 <= 2883.2277  and avg_purchase_shop_2 <= 8.674 [Confidence: 8653.39%; impurity: 0.47%]\n\n\n518.24324: (data 0.00% / prediction 0.25%) products_purchased_shop_1 > 579 and 9708.2118 < amount_purchased_shop_1 <= 12278.96551  and avg_purchase_shop_1 > 20.21711 [Confidence: 8937.57%; impurity: 0.48%]\n\n\n519.02913: (data 0.00% / prediction 0.34%) products_purchased_shop_1 <= 579 and 7504.0622 < amount_purchased_shop_2 <= 8598.23543  and 14.48747 < avg_purchase_shop_2 <= 19.80501  [Confidence: 6300.71%; impurity: 0.48%]\n\n\n519.81522: (data 0.00% / prediction 0.30%) products_purchased_shop_1 > 579 and 3748.22188 < amount_purchased_shop_1 <= 4830.43047  and 479.10958 < amount_purchased_shop_2 <= 2163.79827  and 9.07572 < avg_purchase_shop_1 <= 10.38974  and products_purchased_shop_3 <= 588 [Confidence: 6480.42%; impurity: 0.47%]\n\n\n519.95313: (data 0.00% / prediction 0.21%) 176 < products_purchased_shop_1 <= 579  and 4622.68872 < amount_purchased_shop_2 <= 6313.31803  and 11.03237 < avg_purchase_shop_2 <= 13.02515  [Confidence: 6450.43%; impurity: 0.48%]\n\n\n52.06667: (data 0.00% / prediction 2.51%) 34 < products_purchased_shop_1 <= 117  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 <= 123 and shops_used <= 1 [Confidence: 1822.56%; impurity: 0.47%]\n\n\n520.35: (data 0.00% / prediction 0.10%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 7288.07155  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and avg_purchase_shop_1 > 13.64841 [Confidence: 11758.71%; impurity: 0.48%]\n\n\n522.12032: (data 0.00% / prediction 0.62%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3748.22188  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 8.24064 and products_purchased_shop_3 <= 588 and products_purchased_shop_2 > 201 [Confidence: 7037.33%; impurity: 0.48%]\n\n\n522.74172: (data 0.00% / prediction 0.25%) products_purchased_shop_1 > 579 and 7735.93446 < amount_purchased_shop_1 <= 8816.0414  and amount_purchased_shop_2 <= 2445.47264 and 15.26774 < avg_purchase_shop_1 <= 18.73801  [Confidence: 5667.01%; impurity: 0.47%]\n\n\n524.176: (data 0.00% / prediction 0.21%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2725.67617 and amount_purchased_shop_2 <= 2163.79827 and products_purchased_shop_3 > 210 and 2692.27599 < amount_purchased_shop_3 <= 6262.46497  [Confidence: 10743.35%; impurity: 0.47%]\n\n\n525.64706: (data 0.00% / prediction 0.06%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and 10299.16843 < amount_purchased_shop_5 <= 18787.43875  [Confidence: 14870.38%; impurity: 0.48%]\n\n\n528.95783: (data 0.00% / prediction 0.27%) products_purchased_shop_1 > 579 and 2485.80134 < amount_purchased_shop_1 <= 4830.43047  and 2163.79827 < amount_purchased_shop_2 <= 3756.27676  and 8.674 < avg_purchase_shop_2 <= 11.40725  [Confidence: 8785.62%; impurity: 0.48%]\n\n\n535.73529: (data 0.00% / prediction 0.06%) 306 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 <= 1223 and products_purchased_shop_4 > 485 and amount_purchased_shop_4 > 3546.7956 [Confidence: 16394.51%; impurity: 0.48%]\n\n\n540.28011: (data 0.00% / prediction 0.59%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5780.31256  and amount_purchased_shop_2 <= 2445.47264 and 9.86591 < avg_purchase_shop_1 <= 11.00039  and products_purchased_shop_3 <= 375 [Confidence: 6178.18%; impurity: 0.47%]\n\n\n541.53521: (data 0.00% / prediction 0.12%) 117 < products_purchased_shop_1 <= 306  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 1219.52152 and amount_purchased_shop_5 > 1767.52742 and products_purchased_shop_5 > 2488 [Confidence: 12066.88%; impurity: 0.48%]\n\n\n543.70992: (data 0.00% / prediction 0.22%) products_purchased_shop_1 <= 579 and 8598.23543 < amount_purchased_shop_2 <= 10405.56692  and 17.1652 < avg_purchase_shop_2 <= 19.80501  [Confidence: 5477.39%; impurity: 0.48%]\n\n\n546.72574: (data 0.00% / prediction 0.39%) products_purchased_shop_1 > 579 and 6662.64911 < amount_purchased_shop_1 <= 7890.85638  and amount_purchased_shop_2 <= 2445.47264 and 13.31776 < avg_purchase_shop_1 <= 15.26774  [Confidence: 6147.55%; impurity: 0.48%]\n\n\n548.85714: (data 0.00% / prediction 0.01%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3920.92026  and amount_purchased_shop_2 <= 2163.79827 and 10.38974 < avg_purchase_shop_1 <= 12.41721  and products_purchased_shop_3 <= 709 and products_purchased_shop_5 > 1628 [Confidence: 21047.76%; impurity: 0.41%]\n\n\n549.97778: (data 0.00% / prediction 0.07%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 > 553 and amount_purchased_shop_4 > 11823.15436 [Confidence: 12422.57%; impurity: 0.48%]\n\n\n550.69231: (data 0.00% / prediction 0.19%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 > 8825.14271 [Confidence: 12448.57%; impurity: 0.48%]\n\n\n555.66667: (data 0.00% / prediction 0.29%) products_purchased_shop_1 <= 579 and 6313.31803 < amount_purchased_shop_2 <= 7427.50801  and 11.91561 < avg_purchase_shop_2 <= 14.48747  [Confidence: 5705.56%; impurity: 0.48%]\n\n\n557: (data 0.00% / prediction 0.12%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 7941.72928 < amount_purchased_shop_2 <= 10914.89288  and avg_purchase_shop_2 > 18.58865 [Confidence: 10835.45%; impurity: 0.48%]\n\n\n562.61044: (data 0.00% / prediction 0.41%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 3756.27676 < amount_purchased_shop_2 <= 5250.56667  and 10.24881 < avg_purchase_shop_2 <= 12.99714  [Confidence: 8435.36%; impurity: 0.48%]\n\n\n566.05882: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2725.67617 and amount_purchased_shop_2 <= 823.8841 and products_purchased_shop_3 > 210 and amount_purchased_shop_3 <= 2692.27599 and amount_purchased_shop_5 > 1218.5343 [Confidence: 15338.68%; impurity: 0.47%]\n\n\n567.65079: (data 0.00% / prediction 0.21%) products_purchased_shop_1 > 579 and 2979.75625 < amount_purchased_shop_1 <= 4830.43047  and 2163.79827 < amount_purchased_shop_2 <= 3756.27676  and avg_purchase_shop_2 <= 8.674 and avg_purchase_shop_1 > 8.66074 [Confidence: 7598.09%; impurity: 0.47%]\n\n\n570.63333: (data 0.00% / prediction 0.05%) products_purchased_shop_1 > 579 and 1940.08946 < amount_purchased_shop_1 <= 2725.67617  and amount_purchased_shop_2 <= 586.47003 and products_purchased_shop_3 <= 210 and amount_purchased_shop_5 <= 1487.68173 and avg_purchase_shop_1 <= 7.75312 and amount_purchased_shop_4 > 1181.51712 [Confidence: 17528.28%; impurity: 0.48%]\n\n\n572.92593: (data 0.00% / prediction 0.63%) products_purchased_shop_1 > 579 and 5805.5902 < amount_purchased_shop_1 <= 6662.64911  and amount_purchased_shop_2 <= 2445.47264 and 11.00039 < avg_purchase_shop_1 <= 12.7707  [Confidence: 6803.54%; impurity: 0.47%]\n\n\n573.31638: (data 0.00% / prediction 0.29%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 10.38974 and 588 < products_purchased_shop_3 <= 1969  [Confidence: 9633.01%; impurity: 0.48%]\n\n\n577.11111: (data 0.00% / prediction 0.01%) 117 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 > 1219.52152 and products_purchased_shop_3 <= 2194 and products_purchased_shop_5 > 1043 [Confidence: 23325.41%; impurity: 0.44%]\n\n\n577.77731: (data 0.00% / prediction 0.39%) products_purchased_shop_1 > 579 and 3748.22188 < amount_purchased_shop_1 <= 4830.43047  and 381.41983 < amount_purchased_shop_2 <= 2163.79827  and avg_purchase_shop_1 <= 9.07572 and products_purchased_shop_3 <= 588 and products_purchased_shop_5 <= 783 [Confidence: 6218.12%; impurity: 0.47%]\n\n\n581.81301: (data 0.00% / prediction 0.20%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2979.75625 and 2883.2277 < amount_purchased_shop_2 <= 3756.27676  and avg_purchase_shop_2 <= 8.674 [Confidence: 8516.43%; impurity: 0.47%]\n\n\n586.11765: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and 1895.35655 < amount_purchased_shop_1 <= 2725.67617  and 586.47003 < amount_purchased_shop_2 <= 2163.79827  and products_purchased_shop_3 <= 210 and avg_purchase_shop_1 <= 7.70011 and amount_purchased_shop_5 > 998.12275 [Confidence: 15006.04%; impurity: 0.47%]\n\n\n589.14835: (data 0.00% / prediction 0.30%) products_purchased_shop_1 > 579 and 8816.0414 < amount_purchased_shop_1 <= 9708.2118  and amount_purchased_shop_2 <= 2445.47264 and 15.26774 < avg_purchase_shop_1 <= 18.73801  [Confidence: 6543.39%; impurity: 0.48%]\n\n\n592.76271: (data 0.00% / prediction 0.20%) 176 < products_purchased_shop_1 <= 579  and 4622.68872 < amount_purchased_shop_2 <= 6313.31803  and avg_purchase_shop_2 <= 11.03237 [Confidence: 8312.05%; impurity: 0.48%]\n\n\n592.85714: (data 0.00% / prediction 0.05%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3748.22188  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 8.24064 and products_purchased_shop_3 <= 588 and products_purchased_shop_2 <= 201 and amount_purchased_shop_5 <= 2206.9345 and products_purchased_shop_4 > 322 [Confidence: 13907.08%; impurity: 0.48%]\n\n\n593.04762: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and 3920.92026 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 2163.79827 and 10.38974 < avg_purchase_shop_1 <= 12.75518  and amount_purchased_shop_3 > 2606.129 [Confidence: 17609.04%; impurity: 0.47%]\n\n\n594.13: (data 0.00% / prediction 0.17%) 83 < products_purchased_shop_1 <= 579  and 11631.06275 < amount_purchased_shop_2 <= 17827.9582  and avg_purchase_shop_2 > 23.71425 [Confidence: 9966.43%; impurity: 0.47%]\n\n\n597.67045: (data 0.00% / prediction 0.29%) 117 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 > 7318.25832 and products_purchased_shop_3 > 2194 [Confidence: 13517.70%; impurity: 0.47%]\n\n\n603.17188: (data 0.00% / prediction 0.11%) products_purchased_shop_1 > 579 and 7288.07155 < amount_purchased_shop_1 <= 9708.2118  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and avg_purchase_shop_1 > 15.43344 [Confidence: 7986.37%; impurity: 0.48%]\n\n\n604.27027: (data 0.00% / prediction 0.06%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5805.5902  and amount_purchased_shop_2 <= 2445.47264 and 11.00039 < avg_purchase_shop_1 <= 15.26774  and amount_purchased_shop_3 > 1436.32417 [Confidence: 10648.79%; impurity: 0.48%]\n\n\n608.16273: (data 0.00% / prediction 0.63%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5780.31256  and amount_purchased_shop_2 <= 2445.47264 and avg_purchase_shop_1 <= 9.86591 and products_purchased_shop_3 <= 354 [Confidence: 6505.64%; impurity: 0.47%]\n\n\n608.1938: (data 0.00% / prediction 0.21%) products_purchased_shop_1 > 579 and 12278.96551 < amount_purchased_shop_1 <= 15326.21105  and 22.00852 < avg_purchase_shop_1 <= 27.32589  [Confidence: 6943.10%; impurity: 0.48%]\n\n\n611.30068: (data 0.00% / prediction 0.49%) products_purchased_shop_1 > 579 and 6662.64911 < amount_purchased_shop_1 <= 7890.85638  and amount_purchased_shop_2 <= 2445.47264 and 11.99486 < avg_purchase_shop_1 <= 13.31776  [Confidence: 6566.51%; impurity: 0.47%]\n\n\n611.58: (data 0.00% / prediction 0.08%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 10914.89288 < amount_purchased_shop_2 <= 17143.08165  and avg_purchase_shop_2 > 24.82642 [Confidence: 11387.98%; impurity: 0.48%]\n\n\n613.42051: (data 0.00% / prediction 0.32%) products_purchased_shop_1 > 579 and 9708.2118 < amount_purchased_shop_1 <= 12278.96551  and 18.1738 < avg_purchase_shop_1 <= 20.21711  [Confidence: 8072.70%; impurity: 0.48%]\n\n\n618.49206: (data 0.00% / prediction 0.21%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5926.64179  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and 10.48277 < avg_purchase_shop_1 <= 13.64841  [Confidence: 8713.81%; impurity: 0.48%]\n\n\n619.77966: (data 0.00% / prediction 0.10%) products_purchased_shop_1 <= 83 and 11631.06275 < amount_purchased_shop_2 <= 13731.96508  and avg_purchase_shop_2 <= 22.79407 [Confidence: 7147.17%; impurity: 0.48%]\n\n\n620.46154: (data 0.00% / prediction 0.37%) products_purchased_shop_1 > 579 and 7890.85638 < amount_purchased_shop_1 <= 8956.74041  and amount_purchased_shop_2 <= 2445.47264 and 13.59118 < avg_purchase_shop_1 <= 15.26774  [Confidence: 5830.33%; impurity: 0.47%]\n\n\n624.2: (data 0.00% / prediction 0.12%) products_purchased_shop_1 <= 579 and 10405.56692 < amount_purchased_shop_2 <= 11631.06275  and 17.1652 < avg_purchase_shop_2 <= 19.80501  [Confidence: 5851.44%; impurity: 0.48%]\n\n\n625.73826: (data 0.00% / prediction 0.25%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 6066.6033 < amount_purchased_shop_2 <= 7941.72928  and 12.99714 < avg_purchase_shop_2 <= 15.64377  [Confidence: 7220.32%; impurity: 0.48%]\n\n\n627.56: (data 0.00% / prediction 0.04%) 306 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 <= 294.68947 and amount_purchased_shop_3 <= 1219.52152 and products_purchased_shop_5 > 1223 and amount_purchased_shop_5 > 6718.596 [Confidence: 18687.16%; impurity: 0.48%]\n\n\n628.0875: (data 0.00% / prediction 0.13%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 2725.67617 and amount_purchased_shop_2 <= 2163.79827 and products_purchased_shop_3 > 210 and amount_purchased_shop_3 > 6262.46497 [Confidence: 10991.47%; impurity: 0.48%]\n\n\n629.98701: (data 0.00% / prediction 0.13%) products_purchased_shop_1 > 579 and 15326.21105 < amount_purchased_shop_1 <= 21612.0502  and avg_purchase_shop_1 > 27.60516 [Confidence: 11438.55%; impurity: 0.48%]\n\n\n630.86784: (data 0.00% / prediction 0.38%) products_purchased_shop_1 > 579 and 5780.31256 < amount_purchased_shop_1 <= 6662.64911  and amount_purchased_shop_2 <= 2445.47264 and 10.05579 < avg_purchase_shop_1 <= 11.00039  [Confidence: 7919.93%; impurity: 0.47%]\n\n\n632.10204: (data 0.00% / prediction 0.16%) products_purchased_shop_1 <= 579 and 7427.50801 < amount_purchased_shop_2 <= 8598.23543  and 11.91561 < avg_purchase_shop_2 <= 14.48747  [Confidence: 5983.21%; impurity: 0.47%]\n\n\n637.51449: (data 0.00% / prediction 0.23%) products_purchased_shop_1 > 579 and 2979.75625 < amount_purchased_shop_1 <= 4830.43047  and 2163.79827 < amount_purchased_shop_2 <= 3756.27676  and avg_purchase_shop_2 <= 8.674 and avg_purchase_shop_1 <= 8.66074 [Confidence: 9976.21%; impurity: 0.48%]\n\n\n639.15789: (data 0.00% / prediction 0.06%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5780.31256  and amount_purchased_shop_2 <= 2445.47264 and 9.86591 < avg_purchase_shop_1 <= 11.00039  and products_purchased_shop_3 > 375 [Confidence: 9487.20%; impurity: 0.48%]\n\n\n64.14492: (data 0.00% / prediction 1.95%) products_purchased_shop_1 <= 34 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 161.53147 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 85 and 40 < products_purchased_shop_2 <= 123  [Confidence: 2677.21%; impurity: 0.47%]\n\n\n645.20859: (data 0.00% / prediction 0.27%) products_purchased_shop_1 > 579 and 9708.2118 < amount_purchased_shop_1 <= 10529.08098  and 15.4808 < avg_purchase_shop_1 <= 18.1738  [Confidence: 6097.88%; impurity: 0.48%]\n\n\n649.66667: (data 0.00% / prediction 0.02%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3748.22188  and amount_purchased_shop_2 <= 2163.79827 and 8.24064 < avg_purchase_shop_1 <= 10.38974  and products_purchased_shop_3 <= 588 and products_purchased_shop_5 > 1991 [Confidence: 17320.99%; impurity: 0.46%]\n\n\n649.89474: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 3748.22188  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 8.24064 and products_purchased_shop_3 <= 588 and products_purchased_shop_2 <= 201 and amount_purchased_shop_5 > 2206.9345 [Confidence: 14228.65%; impurity: 0.47%]\n\n\n650.32751: (data 0.00% / prediction 0.38%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 3756.27676 < amount_purchased_shop_2 <= 5250.56667  and avg_purchase_shop_2 <= 10.24881 [Confidence: 9626.47%; impurity: 0.48%]\n\n\n656.17647: (data 0.00% / prediction 0.06%) products_purchased_shop_1 <= 83 and amount_purchased_shop_2 > 20422.18757 and avg_purchase_shop_2 > 35.43173 [Confidence: 19316.67%; impurity: 0.48%]\n\n\n662.45614: (data 0.00% / prediction 0.19%) products_purchased_shop_1 <= 83 and 13731.96508 < amount_purchased_shop_2 <= 20422.18757  and avg_purchase_shop_2 <= 29.60786 [Confidence: 10826.61%; impurity: 0.48%]\n\n\n665.58511: (data 0.00% / prediction 0.16%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 7941.72928 < amount_purchased_shop_2 <= 10914.89288  and 16.32458 < avg_purchase_shop_2 <= 18.58865  [Confidence: 9042.35%; impurity: 0.48%]\n\n\n668.07547: (data 0.00% / prediction 0.35%) products_purchased_shop_1 <= 579 and 8598.23543 < amount_purchased_shop_2 <= 11631.06275  and avg_purchase_shop_2 <= 17.1652 [Confidence: 8631.01%; impurity: 0.48%]\n\n\n670.35374: (data 0.00% / prediction 0.24%) 83 < products_purchased_shop_1 <= 579  and 11631.06275 < amount_purchased_shop_2 <= 14689.81167  and 18.55087 < avg_purchase_shop_2 <= 23.71425  [Confidence: 7211.73%; impurity: 0.48%]\n\n\n670.44615: (data 0.00% / prediction 0.22%) products_purchased_shop_1 > 579 and 2725.67617 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 10.38974 and products_purchased_shop_3 > 1969 [Confidence: 11351.24%; impurity: 0.48%]\n\n\n673.327: (data 0.00% / prediction 0.44%) products_purchased_shop_1 > 579 and 6662.64911 < amount_purchased_shop_1 <= 7748.46662  and amount_purchased_shop_2 <= 2445.47264 and 10.48316 < avg_purchase_shop_1 <= 11.99486  [Confidence: 7099.30%; impurity: 0.48%]\n\n\n677.68966: (data 0.00% / prediction 0.10%) products_purchased_shop_1 <= 579 and 6313.31803 < amount_purchased_shop_2 <= 8598.23543  and avg_purchase_shop_2 <= 11.91561 [Confidence: 8985.15%; impurity: 0.48%]\n\n\n678.94182: (data 0.00% / prediction 0.46%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 5250.56667 < amount_purchased_shop_2 <= 7941.72928  and avg_purchase_shop_2 <= 12.99714 [Confidence: 8482.59%; impurity: 0.47%]\n\n\n683.91111: (data 0.00% / prediction 0.22%) products_purchased_shop_1 > 579 and 8956.74041 < amount_purchased_shop_1 <= 9708.2118  and amount_purchased_shop_2 <= 2445.47264 and 13.59118 < avg_purchase_shop_1 <= 15.26774  [Confidence: 6914.27%; impurity: 0.48%]\n\n\n689.8871: (data 0.00% / prediction 0.41%) products_purchased_shop_1 > 579 and 7890.85638 < amount_purchased_shop_1 <= 9035.54048  and amount_purchased_shop_2 <= 2445.47264 and 11.99486 < avg_purchase_shop_1 <= 13.59118  [Confidence: 6256.03%; impurity: 0.47%]\n\n\n694.01596: (data 0.00% / prediction 0.31%) products_purchased_shop_1 > 579 and 12278.96551 < amount_purchased_shop_1 <= 13934.19905  and 18.1738 < avg_purchase_shop_1 <= 22.00852  [Confidence: 7213.07%; impurity: 0.48%]\n\n\n696.51087: (data 0.00% / prediction 0.30%) products_purchased_shop_1 > 579 and 5926.64179 < amount_purchased_shop_1 <= 7674.64442  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and 10.48277 < avg_purchase_shop_1 <= 13.64841  [Confidence: 8397.83%; impurity: 0.48%]\n\n\n700.64151: (data 0.00% / prediction 0.09%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 5780.31256  and amount_purchased_shop_2 <= 2445.47264 and avg_purchase_shop_1 <= 9.86591 and products_purchased_shop_3 > 354 [Confidence: 11668.43%; impurity: 0.48%]\n\n\n700.67586: (data 0.00% / prediction 0.24%) products_purchased_shop_1 > 579 and 5780.31256 < amount_purchased_shop_1 <= 6662.64911  and amount_purchased_shop_2 <= 2445.47264 and avg_purchase_shop_1 <= 10.05579 [Confidence: 8201.24%; impurity: 0.47%]\n\n\n703.01667: (data 0.00% / prediction 0.10%) products_purchased_shop_1 > 579 and 7288.07155 < amount_purchased_shop_1 <= 9708.2118  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and 13.64841 < avg_purchase_shop_1 <= 15.43344  [Confidence: 9314.86%; impurity: 0.48%]\n\n\n709.17582: (data 0.00% / prediction 0.15%) products_purchased_shop_1 > 579 and 15326.21105 < amount_purchased_shop_1 <= 18746.55521  and 23.34802 < avg_purchase_shop_1 <= 27.60516  [Confidence: 7395.93%; impurity: 0.48%]\n\n\n713.72727: (data 0.00% / prediction 0.02%) products_purchased_shop_1 <= 117 and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 > 18787.43875 [Confidence: 17634.16%; impurity: 0.45%]\n\n\n718.66667: (data 0.00% / prediction 0.49%) products_purchased_shop_1 > 579 and 10529.08098 < amount_purchased_shop_1 <= 12700.93673  and 15.4808 < avg_purchase_shop_1 <= 18.1738  and amount_purchased_shop_2 <= 3240.89744 [Confidence: 7053.11%; impurity: 0.47%]\n\n\n721.63158: (data 0.00% / prediction 0.03%) products_purchased_shop_1 > 579 and 3748.22188 < amount_purchased_shop_1 <= 4830.43047  and amount_purchased_shop_2 <= 2163.79827 and avg_purchase_shop_1 <= 9.07572 and products_purchased_shop_3 <= 588 and products_purchased_shop_5 > 783 [Confidence: 15713.71%; impurity: 0.47%]\n\n\n735.84: (data 0.00% / prediction 0.17%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 9708.2118  and amount_purchased_shop_2 > 6626.84078 and avg_purchase_shop_1 > 12.81629 [Confidence: 14648.10%; impurity: 0.48%]\n\n\n736.95489: (data 0.00% / prediction 0.22%) products_purchased_shop_1 > 579 and 9708.2118 < amount_purchased_shop_1 <= 10820.63145  and 14.09275 < avg_purchase_shop_1 <= 15.4808  and products_purchased_shop_2 <= 1769 [Confidence: 6441.19%; impurity: 0.48%]\n\n\n741.78571: (data 0.00% / prediction 0.19%) 83 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 > 17827.9582 and avg_purchase_shop_2 > 25.94124 [Confidence: 15972.79%; impurity: 0.47%]\n\n\n741.97122: (data 0.00% / prediction 0.23%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 7941.72928 < amount_purchased_shop_2 <= 10001.081  and avg_purchase_shop_2 <= 16.32458 [Confidence: 9467.80%; impurity: 0.48%]\n\n\n754.98492: (data 0.00% / prediction 0.33%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 10914.89288 < amount_purchased_shop_2 <= 17143.08165  and 16.32458 < avg_purchase_shop_2 <= 24.82642  [Confidence: 10505.48%; impurity: 0.48%]\n\n\n756.35632: (data 0.00% / prediction 0.14%) products_purchased_shop_1 > 579 and 6662.64911 < amount_purchased_shop_1 <= 7748.46662  and amount_purchased_shop_2 <= 2445.47264 and avg_purchase_shop_1 <= 10.48316 [Confidence: 8141.30%; impurity: 0.48%]\n\n\n757.26515: (data 0.00% / prediction 0.22%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 7536.89413  and amount_purchased_shop_2 > 6626.84078 and 10.64912 < avg_purchase_shop_1 <= 12.81629  [Confidence: 10295.48%; impurity: 0.48%]\n\n\n759.62573: (data 0.00% / prediction 0.28%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 7674.64442  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and avg_purchase_shop_1 <= 10.48277 [Confidence: 10001.02%; impurity: 0.48%]\n\n\n762.6: (data 0.00% / prediction 0.13%) products_purchased_shop_1 > 579 and 9035.54048 < amount_purchased_shop_1 <= 9708.2118  and amount_purchased_shop_2 <= 2445.47264 and 11.99486 < avg_purchase_shop_1 <= 13.59118  [Confidence: 7075.51%; impurity: 0.48%]\n\n\n763.74691: (data 0.00% / prediction 0.27%) products_purchased_shop_1 > 579 and 13934.19905 < amount_purchased_shop_1 <= 15326.21105  and 18.1738 < avg_purchase_shop_1 <= 22.00852  [Confidence: 6750.83%; impurity: 0.48%]\n\n\n773.81065: (data 0.00% / prediction 0.28%) products_purchased_shop_1 > 579 and 7748.46662 < amount_purchased_shop_1 <= 9708.2118  and amount_purchased_shop_2 <= 2445.47264 and avg_purchase_shop_1 <= 11.99486 [Confidence: 8308.98%; impurity: 0.47%]\n\n\n778.47541: (data 0.00% / prediction 0.10%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and amount_purchased_shop_2 > 17143.08165 and avg_purchase_shop_2 > 27.99822 [Confidence: 15894.35%; impurity: 0.48%]\n\n\n78.12663: (data 0.00% / prediction 3.56%) 34 < products_purchased_shop_1 <= 117  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 <= 123 and 1 < shops_used <= 2  [Confidence: 3348.50%; impurity: 0.46%]\n\n\n783.55814: (data 0.00% / prediction 0.07%) 83 < products_purchased_shop_1 <= 579  and 14689.81167 < amount_purchased_shop_2 <= 17827.9582  and 18.55087 < avg_purchase_shop_2 <= 23.71425  [Confidence: 8814.78%; impurity: 0.48%]\n\n\n784.075: (data 0.00% / prediction 0.07%) products_purchased_shop_1 <= 83 and amount_purchased_shop_2 > 20422.18757 and avg_purchase_shop_2 <= 35.43173 [Confidence: 14341.87%; impurity: 0.48%]\n\n\n786.82927: (data 0.00% / prediction 0.14%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 > 21612.0502 and avg_purchase_shop_1 > 29.13355 [Confidence: 19963.74%; impurity: 0.47%]\n\n\n787.15068: (data 0.00% / prediction 0.12%) products_purchased_shop_1 > 579 and 7674.64442 < amount_purchased_shop_1 <= 9708.2118  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and 11.77894 < avg_purchase_shop_1 <= 13.64841  [Confidence: 8392.90%; impurity: 0.48%]\n\n\n791.78431: (data 0.00% / prediction 0.17%) products_purchased_shop_1 > 579 and 15326.21105 < amount_purchased_shop_1 <= 16833.07017  and 19.18533 < avg_purchase_shop_1 <= 23.34802  [Confidence: 7273.66%; impurity: 0.48%]\n\n\n806.78: (data 0.00% / prediction 0.08%) 83 < products_purchased_shop_1 <= 579  and 11631.06275 < amount_purchased_shop_2 <= 17827.9582  and avg_purchase_shop_2 <= 18.55087 [Confidence: 11553.35%; impurity: 0.48%]\n\n\n814.10853: (data 0.00% / prediction 0.21%) products_purchased_shop_1 > 579 and 10820.63145 < amount_purchased_shop_1 <= 12700.93673  and 14.09275 < avg_purchase_shop_1 <= 15.4808  and products_purchased_shop_2 <= 1769 [Confidence: 6820.31%; impurity: 0.47%]\n\n\n821.36923: (data 0.00% / prediction 0.22%) products_purchased_shop_1 > 579 and 12700.93673 < amount_purchased_shop_1 <= 15326.21105  and 16.78518 < avg_purchase_shop_1 <= 18.1738  [Confidence: 7833.52%; impurity: 0.48%]\n\n\n824.61818: (data 0.00% / prediction 0.09%) products_purchased_shop_1 > 579 and 10529.08098 < amount_purchased_shop_1 <= 12700.93673  and 15.4808 < avg_purchase_shop_1 <= 18.1738  and amount_purchased_shop_2 > 3240.89744 [Confidence: 9109.61%; impurity: 0.48%]\n\n\n831.5873: (data 0.00% / prediction 0.10%) products_purchased_shop_1 > 579 and 18746.55521 < amount_purchased_shop_1 <= 21612.0502  and 23.34802 < avg_purchase_shop_1 <= 27.60516  [Confidence: 8813.39%; impurity: 0.48%]\n\n\n841.86932: (data 0.00% / prediction 0.29%) products_purchased_shop_1 > 579 and 9708.2118 < amount_purchased_shop_1 <= 12700.93673  and avg_purchase_shop_1 <= 14.09275 and products_purchased_shop_2 <= 1769 [Confidence: 9196.75%; impurity: 0.48%]\n\n\n850.6: (data 0.00% / prediction 0.07%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and 10001.081 < amount_purchased_shop_2 <= 17143.08165  and avg_purchase_shop_2 <= 16.32458 [Confidence: 9545.12%; impurity: 0.48%]\n\n\n866.69091: (data 0.00% / prediction 0.18%) products_purchased_shop_1 > 579 and 16833.07017 < amount_purchased_shop_1 <= 19135.42527  and 19.18533 < avg_purchase_shop_1 <= 23.34802  [Confidence: 7664.95%; impurity: 0.48%]\n\n\n867.85294: (data 0.00% / prediction 0.06%) 83 < products_purchased_shop_1 <= 579  and amount_purchased_shop_2 > 17827.9582 and avg_purchase_shop_2 <= 25.94124 [Confidence: 13935.55%; impurity: 0.48%]\n\n\n882.17708: (data 0.00% / prediction 0.16%) products_purchased_shop_1 > 579 and 4830.43047 < amount_purchased_shop_1 <= 7536.89413  and amount_purchased_shop_2 > 6626.84078 and avg_purchase_shop_1 <= 10.64912 [Confidence: 12606.68%; impurity: 0.48%]\n\n\n91.16126: (data 0.00% / prediction 1.53%) 34 < products_purchased_shop_1 <= 117  and amount_purchased_shop_2 <= 1619.23724 and amount_purchased_shop_3 <= 892.36093 and amount_purchased_shop_5 <= 1161.36751 and products_purchased_shop_4 <= 553 and products_purchased_shop_2 <= 123 and shops_used > 2 and products_purchased_shop_3 <= 127 and products_purchased_shop_5 <= 107 and amount_purchased_shop_4 <= 263.67269 [Confidence: 3329.20%; impurity: 0.48%]\n\n\n914.075: (data 0.00% / prediction 0.07%) products_purchased_shop_1 > 579 and amount_purchased_shop_1 <= 4830.43047 and amount_purchased_shop_2 > 17143.08165 and avg_purchase_shop_2 <= 27.99822 [Confidence: 18169.53%; impurity: 0.48%]\n\n\n921.5411: (data 0.00% / prediction 0.24%) products_purchased_shop_1 > 579 and 12700.93673 < amount_purchased_shop_1 <= 15326.21105  and avg_purchase_shop_1 <= 16.78518 [Confidence: 9630.30%; impurity: 0.48%]\n\n\n924.5: (data 0.00% / prediction 0.00%) products_purchased_shop_1 <= 176 and 1619.23724 < amount_purchased_shop_2 <= 2465.15285  and avg_purchase_shop_2 <= 10.73116 and products_purchased_shop_3 <= 317 and amount_purchased_shop_4 > 11394.827 [Confidence: 37400.24%; impurity: 0.25%]\n\n\n924.54386: (data 0.00% / prediction 0.09%) products_purchased_shop_1 > 579 and 21612.0502 < amount_purchased_shop_1 <= 27638.69725  and 23.34802 < avg_purchase_shop_1 <= 29.13355  [Confidence: 10369.62%; impurity: 0.48%]\n\n\n927.17857: (data 0.00% / prediction 0.05%) products_purchased_shop_1 > 579 and 7674.64442 < amount_purchased_shop_1 <= 9708.2118  and 2445.47264 < amount_purchased_shop_2 <= 6626.84078  and avg_purchase_shop_1 <= 11.77894 [Confidence: 11154.31%; impurity: 0.48%]\n\n\n936.86441: (data 0.00% / prediction 0.10%) products_purchased_shop_1 > 579 and 9708.2118 < amount_purchased_shop_1 <= 12700.93673  and avg_purchase_shop_1 <= 15.4808 and products_purchased_shop_2 > 1769 [Confidence: 15390.22%; impurity: 0.48%]\n\n\n957.14035: (data 0.00% / prediction 0.09%) products_purchased_shop_1 > 579 and 7536.89413 < amount_purchased_shop_1 <= 9708.2118  and amount_purchased_shop_2 > 6626.84078 and avg_purchase_shop_1 <= 12.81629 [Confidence: 11557.13%; impurity: 0.48%]\n\n\n965.22034: (data 0.00% / prediction 0.20%) products_purchased_shop_1 > 579 and 15326.21105 < amount_purchased_shop_1 <= 19135.42527  and avg_purchase_shop_1 <= 19.18533 [Confidence: 10946.24%; impurity: 0.47%]\n\n\n971: (data 0.00% / prediction 0.09%) products_purchased_shop_1 > 579 and 19135.42527 < amount_purchased_shop_1 <= 22197.56008  and 19.76587 < avg_purchase_shop_1 <= 23.34802  [Confidence: 10301.27%; impurity: 0.48%]\n</code></pre>"}