compile: jar: all: Application built. Computer Aided property Valuation version 1.0! test: Computer Aided Property Valuation: [version 0.0.0.10-alpha] Copyright (C) 2007 Aikaterini Christopoulou ---------------------------------------------------------------- DATA TRANSFORMATION ---------------------------------------------------------------- Create binned data view... Prepare_Build_Data is started, please wait. Prepare_Build_Data is successful. Create test table... Create build path data view... Execute string aggregation... Execute string aggregation... Create build path data view... Execute string aggregation... Execute string aggregation... Execute column format transformation... Execute column format transformation... Execute pivot query... Execute pivot query... --------------------------------------------------- BUILD MODEL --------------------------------------------------- arBuildTask_jdm is started, please wait. arBuildTask_jdm is successful. BuildSettings Details from the arSettings_jdm table: Table : arSettings_jdm SETTING_NAME SETTING_VALUE ALGO_NAME ALGO_APRIORI_ASSOCIATION_RULES ASSO_MAX_RULE_LENGTH 20 ASSO_MIN_CONFIDENCE 0.1 ASSO_MIN_SUPPORT 0.1 JDMS_FUNCTION_TYPE ASSOCIATION BuildSettings Details from the arSettings_jdm model build settings object: Algorithm Name: aprioriAssociationRules Function Name: association Max Number of Rules: 20 Min Confidence: 10 Min Support: 10 Model Name: ARMODEL_JDM ---------------------------------------------------------------- DISPLAY CLASSIFICATION RULES ---------------------------------------------------------------- Rule 798: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.8949, confidence=52.8302) Rule 1046: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.8949, confidence=52.8302) Rule 861: Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.1167, confidence=47.2727) Rule 1130: Commercial Services= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.1167, confidence=47.2727) Rule 89: Accomodation, Eating and Drink= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.4514, confidence=47.0588) Rule 318: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.4514, confidence=47.0588) Rule 81: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.8949, confidence=46.6667) Rule 308: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.8949, confidence=46.6667) Rule 378: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.5058, confidence=46.5517) Rule 449: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.5058, confidence=46.5517) Rule 936: Accomodation, Eating and Drink= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.8405, confidence=46.4789) Rule 1226: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.8405, confidence=46.4789) Rule 580: Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.1751, confidence=44.8276) Rule 717: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.1751, confidence=44.8276) Rule 939: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=13.2296, confidence=44.7368) Rule 1230: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=13.2296, confidence=44.7368) Rule 85: Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=11.284, confidence=44.6154) Rule 313: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=11.284, confidence=44.6154) Rule 906: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.4514, confidence=43.8356) Rule 1190: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.4514, confidence=43.8356) Rule 1286: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.1751, confidence=43.3333) Rule 153: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=14.786, confidence=42.6966) Rule 348: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=13.6187, confidence=42.6829) Rule 413: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=13.6187, confidence=42.6829) Rule 1294: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=14.0078, confidence=41.8605) Rule 163: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=14.0078, confidence=41.8605) Rule 1314: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.9533, confidence=41.8367) Rule 188: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.9533, confidence=41.8367) Rule 795: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=17.5097, confidence=41.6667) Rule 1042: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=17.5097, confidence=41.6667) Rule 1026: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=17.5097, confidence=41.2844) Rule 783: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=17.8988, confidence=40.708) Rule 1254: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.5058, confidence=39.7059) Rule 1262: Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.5058, confidence=39.7059) Rule 128: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.5058, confidence=39.7059) Rule 732: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=11.6732, confidence=39.4737) Rule 77: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=20.2335, confidence=39.0977) Rule 303: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=20.2335, confidence=39.0977) Rule 891: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [120000-910000] (support=21.7899, confidence=38.8889) Rule 1204: Commercial Services= NEAR Open Space= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=10.8949, confidence=38.8889) Rule 118: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.1167, confidence=38.806) Rule 958: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=11.284, confidence=38.6667) Rule 1170: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [120000-910000] (support=21.4008, confidence=38.4615) Rule 49: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=17.5097, confidence=38.4615) Rule 268: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=17.5097, confidence=38.4615) Rule 917: Open Space= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=10.8949, confidence=38.3562) Rule 933: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=24.9027, confidence=38.0952) Rule 1222: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=24.9027, confidence=38.0952) Rule 762: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.9533, confidence=37.963) Rule 1106: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=18.2879, confidence=37.9032) Rule 903: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=21.0117, confidence=37.7622) Rule 1186: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=21.0117, confidence=37.7622) Rule 609: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=20.2335, confidence=37.6812) Rule 843: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=18.2879, confidence=37.6) Rule 576: Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=27.6265, confidence=37.5661) Rule 562: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [120000-910000] (support=28.4047, confidence=37.4359) Rule 998: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.5642, confidence=37.3832) Rule 711: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=27.2374, confidence=37.234) Rule 508: Public Infrastructure= NEAR ==> PRICE_RANGE= [120000-910000] (support=20.6226, confidence=37.0629) Rule 855: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=18.2879, confidence=37.0079) Rule 1122: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=18.2879, confidence=37.0079) Rule 633: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=20.2335, confidence=36.8794) Rule 690: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [120000-910000] (support=26.8482, confidence=36.7021) Rule 524: Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=20.2335, confidence=36.6197) Rule 1058: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.1751, confidence=36.4486) Rule 673: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=36.1702) Rule 807: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.1751, confidence=36.1111) Rule 551: Open Space= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=14.3969, confidence=35.9223) Rule 687: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (910000-1625000] (support=26.07, confidence=35.6383) Rule 355: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=12.8405, confidence=35.4839) Rule 421: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=12.8405, confidence=35.4839) Rule 199: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=35.4167) Rule 560: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (910000-1625000] (support=26.8482, confidence=35.3846) Rule 1327: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.6187, confidence=35.3535) Rule 204: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.6187, confidence=35.3535) Rule 1323: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=35.0515) Rule 1210: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (910000-1625000] (support=10.5058, confidence=34.6154) Rule 921: Accomodation, Eating and Drink= NEAR Open Space= NEAR ==> PRICE_RANGE= (910000-1625000] (support=11.284, confidence=34.5238) Rule 486: Commercial Services= NEAR ==> PRICE_RANGE= (910000-1625000] (support=33.0739, confidence=34.413) Rule 546: Education and Health= NEAR ==> PRICE_RANGE= [120000-910000] (support=23.7354, confidence=34.2697) Rule 930: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=22.179, confidence=33.9286) Rule 1218: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=22.179, confidence=33.9286) Rule 666: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [120000-910000] (support=23.3463, confidence=33.8983) Rule 663: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (910000-1625000] (support=23.3463, confidence=33.8983) Rule 544: Education and Health= NEAR ==> PRICE_RANGE= (910000-1625000] (support=23.3463, confidence=33.7079) Rule 488: Commercial Services= NEAR ==> PRICE_RANGE= [120000-910000] (support=32.2957, confidence=33.6032) Rule 496: Public Infrastructure= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=18.677, confidence=33.5664) Rule 368: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.0623, confidence=33.3333) Rule 437: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.0623, confidence=33.3333) Rule 591: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=17.8988, confidence=33.3333) Rule 1196: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=10.1167, confidence=33.3333) Rule 29: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.8405, confidence=33.3333) Rule 243: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.8405, confidence=33.3333) Rule 924: Accomodation, Eating and Drink= NEAR Open Space= NEAR ==> PRICE_RANGE= [120000-910000] (support=10.8949, confidence=33.3333) Rule 17: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.4514, confidence=32.9897) Rule 708: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=24.1245, confidence=32.9787) Rule 699: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.0623, confidence=32.9787) Rule 1166: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (910000-1625000] (support=18.2879, confidence=32.8671) Rule 574: Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=24.1245, confidence=32.8042) Rule 846: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.9533, confidence=32.8) Rule 1078: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=13.6187, confidence=32.7103) Rule 888: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (910000-1625000] (support=18.2879, confidence=32.6389) Rule 822: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=13.6187, confidence=32.4074) Rule 228: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.0623, confidence=32.2917) Rule 223: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.0623, confidence=32.2917) Rule 858: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.9533, confidence=32.2835) Rule 1126: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.9533, confidence=32.2835) Rule 1110: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=15.5642, confidence=32.2581) Rule 648: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=22.179, confidence=32.2034) Rule 578: Transport= NEAR ==> PRICE_RANGE= (910000-1625000] (support=10.8949, confidence=32.1839) Rule 714: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (910000-1625000] (support=10.8949, confidence=32.1839) Rule 900: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=17.8988, confidence=32.1678) Rule 1182: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=17.8988, confidence=32.1678) Rule 911: Accomodation, Eating and Drink= NEAR Open Space= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=10.5058, confidence=32.1429) Rule 570: Open Space= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.8405, confidence=32.0388) Rule 568: Open Space= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.8405, confidence=32.0388) Rule 534: Education and Health= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=22.179, confidence=32.0225) Rule 476: Commercial Services= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=30.7393, confidence=31.9838) Rule 13: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.0623, confidence=31.9588) Rule 618: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=17.5097, confidence=31.9149) Rule 974: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=31.7757) Rule 526: Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=17.5097, confidence=31.6901) Rule 514: Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=17.5097, confidence=31.6901) Rule 53: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=14.3969, confidence=31.6239) Rule 273: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=14.3969, confidence=31.6239) Rule 73: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=16.3424, confidence=31.5789) Rule 298: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=16.3424, confidence=31.5789) Rule 744: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=31.4815) Rule 769: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=31.4815) Rule 1007: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=31.4815) Rule 825: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=13.2296, confidence=31.4815) Rule 33: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.0623, confidence=31.3131) Rule 248: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.0623, confidence=31.3131) Rule 636: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=17.1206, confidence=31.2057) Rule 373: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=11.284, confidence=31.1828) Rule 443: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [120000-910000] (support=11.284, confidence=31.1828) Rule 702: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= [120000-910000] (support=11.284, confidence=30.8511) Rule 994: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.8405, confidence=30.8411) Rule 1082: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [120000-910000] (support=12.8405, confidence=30.8411) Rule 832: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.1751, confidence=30.7087) Rule 1091: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.1751, confidence=30.7087) Rule 759: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.8405, confidence=30.5556) Rule 1003: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=12.8405, confidence=30.2752) Rule 766: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.2296, confidence=30.0885) Rule 877: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=16.7315, confidence=30.0699) Rule 1151: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=16.7315, confidence=30.0699) Rule 39: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.6187, confidence=29.9145) Rule 255: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=13.6187, confidence=29.9145) Rule 1087: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=14.3969, confidence=29.8387) Rule 676: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=21.7899, confidence=29.7872) Rule 553: Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=21.7899, confidence=29.6296) Rule 829: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=14.3969, confidence=29.6) Rule 1300: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=11.284, confidence=29.5918) Rule 170: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=11.284, confidence=29.5918) Rule 506: Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=16.3424, confidence=29.3706) Rule 63: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.1751, confidence=29.3233) Rule 285: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.1751, confidence=29.3233) Rule 148: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=10.1167, confidence=29.2135) Rule 780: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.8405, confidence=29.2035) Rule 606: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=15.5642, confidence=28.9855) Rule 1282: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=10.1167, confidence=28.8889) Rule 1147: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.9533, confidence=28.6713) Rule 1310: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=10.8949, confidence=28.5714) Rule 183: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=10.8949, confidence=28.5714) Rule 874: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=15.9533, confidence=28.4722) Rule 1022: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (910000-1625000] (support=12.0623, confidence=28.4404) Rule 914: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=18.2879, confidence=27.9762) Rule 1200: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=18.2879, confidence=27.9762) Rule 670: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=20.2335, confidence=27.6596) Rule 549: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (1625000-7200000] (support=20.6226, confidence=27.1795) Rule 792: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=11.284, confidence=26.8519) Rule 1038: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (910000-1625000] (support=11.284, confidence=26.8519) ---------------------------------------------------------------- SORT CLASSIFICATION RULES ---------------------------------------------------------------- [Pos in List: 0]RuleId:798: [Transport=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 52.83018867924528, support: 10.894941634241246) (CRule = true Strong cRule= true) [Pos in List: 1]RuleId:1046: [Public Infrastructure=NEAR, Commercial Services=NEAR, Transport=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 52.83018867924528, support: 10.894941634241246) (CRule = true Strong cRule= true) [Pos in List: 2]RuleId:861: [Manufacturing and Production=NEAR, Transport=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 47.27272727272727, support: 10.116731517509727) (CRule = false Strong cRule= false) [Pos in List: 3]RuleId:1130: [Transport=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 47.27272727272727, support: 10.116731517509727) (CRule = false Strong cRule= false) [Pos in List: 4]RuleId:89: [Transport=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 47.05882352941176, support: 12.45136186770428) (CRule = true Strong cRule= true) [Pos in List: 5]RuleId:318: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 47.05882352941176, support: 12.45136186770428) (CRule = false Strong cRule= false) [Pos in List: 6]RuleId:81: [Accomodation, Eating and Drink=NEAR, Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 46.666666666666664, support: 10.894941634241246) (CRule = false Strong cRule= false) [Pos in List: 7]RuleId:308: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 46.666666666666664, support: 10.894941634241246) (CRule = false Strong cRule= false) [Pos in List: 8]RuleId:378: [Education and Health=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Transport=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 46.55172413793103, support: 10.505836575875486) (CRule = false Strong cRule= false) [Pos in List: 9]RuleId:449: [Commercial Services=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 46.55172413793103, support: 10.505836575875486) (CRule = false Strong cRule= false) [Pos in List: 10]RuleId:936: [Accomodation, Eating and Drink=NEAR, Transport=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 46.478873239436616, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 11]RuleId:1226: [Transport=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 46.478873239436616, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 12]RuleId:580: [Transport=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 44.827586206896555, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 13]RuleId:717: [Commercial Services=NEAR, Transport=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 44.827586206896555, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 14]RuleId:939: [Transport=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 44.73684210526316, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 15]RuleId:1230: [Commercial Services=NEAR, Retail=NEAR, Transport=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 44.73684210526316, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 16]RuleId:85: [Transport=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 44.61538461538462, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 17]RuleId:313: [Education and Health=NEAR, Retail=NEAR, Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 44.61538461538462, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 18]RuleId:906: [Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 43.83561643835616, support: 12.45136186770428) (CRule = false Strong cRule= false) [Pos in List: 19]RuleId:1190: [Commercial Services=NEAR, Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 43.83561643835616, support: 12.45136186770428) (CRule = false Strong cRule= false) [Pos in List: 20]RuleId:1286: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 43.333333333333336, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 21]RuleId:153: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 42.69662921348314, support: 14.785992217898833) (CRule = false Strong cRule= false) [Pos in List: 22]RuleId:348: [Education and Health=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 42.68292682926829, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 23]RuleId:413: [Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 42.68292682926829, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 24]RuleId:1294: [Education and Health=NEAR, Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 41.86046511627907, support: 14.007782101167315) (CRule = false Strong cRule= false) [Pos in List: 25]RuleId:163: [Commercial Services=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 41.86046511627907, support: 14.007782101167315) (CRule = false Strong cRule= false) [Pos in List: 26]RuleId:1314: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 41.83673469387755, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 27]RuleId:188: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 41.83673469387755, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 28]RuleId:795: [Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 41.66666666666667, support: 17.509727626459142) (CRule = false Strong cRule= false) [Pos in List: 29]RuleId:1042: [Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 41.66666666666667, support: 17.509727626459142) (CRule = false Strong cRule= false) [Pos in List: 30]RuleId:1026: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 41.284403669724774, support: 17.509727626459142) (CRule = false Strong cRule= false) [Pos in List: 31]RuleId:783: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 40.707964601769916, support: 17.898832684824903) (CRule = false Strong cRule= false) [Pos in List: 32]RuleId:1262: [Retail=NEAR, Manufacturing and Production=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 39.705882352941174, support: 10.505836575875486) (CRule = false Strong cRule= false) [Pos in List: 33]RuleId:1254: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 39.705882352941174, support: 10.505836575875486) (CRule = false Strong cRule= false) [Pos in List: 34]RuleId:128: [Commercial Services=NEAR, Manufacturing and Production=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 39.705882352941174, support: 10.505836575875486) (CRule = false Strong cRule= false) [Pos in List: 35]RuleId:732: [Manufacturing and Production=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 39.473684210526315, support: 11.673151750972762) (CRule = false Strong cRule= false) [Pos in List: 36]RuleId:77: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 39.097744360902254, support: 20.233463035019454) (CRule = false Strong cRule= false) [Pos in List: 37]RuleId:303: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 39.097744360902254, support: 20.233463035019454) (CRule = false Strong cRule= false) [Pos in List: 38]RuleId:891: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 38.88888888888889, support: 21.78988326848249) (CRule = false Strong cRule= false) [Pos in List: 39]RuleId:1204: [Retail=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 38.88888888888889, support: 10.894941634241246) (CRule = true Strong cRule= true) [Pos in List: 40]RuleId:118: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 38.80597014925373, support: 10.116731517509727) (CRule = false Strong cRule= false) [Pos in List: 41]RuleId:958: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 38.666666666666664, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 42]RuleId:1170: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 38.46153846153847, support: 21.40077821011673) (CRule = false Strong cRule= false) [Pos in List: 43]RuleId:49: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 38.46153846153847, support: 17.509727626459142) (CRule = true Strong cRule= false) [Pos in List: 44]RuleId:268: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 38.46153846153847, support: 17.509727626459142) (CRule = true Strong cRule= false) [Pos in List: 45]RuleId:917: [Open Space=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 38.35616438356164, support: 10.894941634241246) (CRule = false Strong cRule= false) [Pos in List: 46]RuleId:933: [Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 38.095238095238095, support: 24.90272373540856) (CRule = false Strong cRule= false) [Pos in List: 47]RuleId:1222: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 38.095238095238095, support: 24.90272373540856) (CRule = false Strong cRule= false) [Pos in List: 48]RuleId:762: [Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.96296296296296, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 49]RuleId:1106: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 37.903225806451616, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 50]RuleId:903: [Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.76223776223776, support: 21.011673151750973) (CRule = false Strong cRule= false) [Pos in List: 51]RuleId:1186: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.76223776223776, support: 21.011673151750973) (CRule = false Strong cRule= false) [Pos in List: 52]RuleId:609: [Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.68115942028986, support: 20.233463035019454) (CRule = false Strong cRule= false) [Pos in List: 53]RuleId:843: [Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 37.6, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 54]RuleId:576: [Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.56613756613756, support: 27.626459143968873) (CRule = false Strong cRule= false) [Pos in List: 55]RuleId:562: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.43589743589744, support: 28.404669260700388) (CRule = false Strong cRule= false) [Pos in List: 56]RuleId:998: [Education and Health=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.38317757009346, support: 15.56420233463035) (CRule = false Strong cRule= false) [Pos in List: 57]RuleId:711: [Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.234042553191486, support: 27.237354085603112) (CRule = false Strong cRule= false) [Pos in List: 58]RuleId:508: [Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 37.06293706293706, support: 20.622568093385212) (CRule = false Strong cRule= false) [Pos in List: 59]RuleId:855: [Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 37.00787401574803, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 60]RuleId:1122: [Manufacturing and Production=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 37.00787401574803, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 61]RuleId:633: [Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 36.87943262411347, support: 20.233463035019454) (CRule = false Strong cRule= false) [Pos in List: 62]RuleId:690: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 36.702127659574465, support: 26.848249027237355) (CRule = false Strong cRule= false) [Pos in List: 63]RuleId:524: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 36.61971830985916, support: 20.233463035019454) (CRule = false Strong cRule= false) [Pos in List: 64]RuleId:1058: [Commercial Services=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 36.44859813084112, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 65]RuleId:673: [Commercial Services=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 36.17021276595745, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 66]RuleId:807: [Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 36.11111111111111, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 67]RuleId:551: [Open Space=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 35.92233009708738, support: 14.396887159533073) (CRule = false Strong cRule= false) [Pos in List: 68]RuleId:687: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 35.638297872340424, support: 26.07003891050584) (CRule = false Strong cRule= false) [Pos in List: 69]RuleId:355: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 35.483870967741936, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 70]RuleId:421: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 35.483870967741936, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 71]RuleId:199: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 35.41666666666667, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 72]RuleId:560: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 35.38461538461539, support: 26.848249027237355) (CRule = false Strong cRule= false) [Pos in List: 73]RuleId:1327: [Education and Health=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 35.35353535353536, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 74]RuleId:204: [Education and Health=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 35.35353535353536, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 75]RuleId:1323: [Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 35.051546391752574, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 76]RuleId:1210: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 34.61538461538461, support: 10.505836575875486) (CRule = true Strong cRule= false) [Pos in List: 77]RuleId:921: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 34.523809523809526, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 78]RuleId:486: [Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 34.41295546558704, support: 33.07392996108949) (CRule = false Strong cRule= false) [Pos in List: 79]RuleId:546: [Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 34.26966292134831, support: 23.73540856031128) (CRule = false Strong cRule= false) [Pos in List: 80]RuleId:930: [Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.92857142857143, support: 22.17898832684825) (CRule = false Strong cRule= false) [Pos in List: 81]RuleId:1218: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.92857142857143, support: 22.17898832684825) (CRule = false Strong cRule= false) [Pos in List: 82]RuleId:663: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.89830508474576, support: 23.346303501945524) (CRule = false Strong cRule= false) [Pos in List: 83]RuleId:666: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 33.89830508474576, support: 23.346303501945524) (CRule = false Strong cRule= false) [Pos in List: 84]RuleId:544: [Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.70786516853933, support: 23.346303501945524) (CRule = false Strong cRule= false) [Pos in List: 85]RuleId:488: [Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 33.603238866396765, support: 32.295719844357976) (CRule = false Strong cRule= false) [Pos in List: 86]RuleId:496: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 33.56643356643357, support: 18.67704280155642) (CRule = false Strong cRule= false) [Pos in List: 87]RuleId:591: [Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 33.33333333333333, support: 17.898832684824903) (CRule = false Strong cRule= false) [Pos in List: 88]RuleId:29: [Education and Health=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.33333333333333, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 89]RuleId:243: [Education and Health=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.33333333333333, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 90]RuleId:368: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.33333333333333, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 91]RuleId:437: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 33.33333333333333, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 92]RuleId:924: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 33.33333333333333, support: 10.894941634241246) (CRule = true Strong cRule= false) [Pos in List: 93]RuleId:1196: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 33.33333333333333, support: 10.116731517509727) (CRule = false Strong cRule= false) [Pos in List: 94]RuleId:17: [Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 32.98969072164948, support: 12.45136186770428) (CRule = false Strong cRule= false) [Pos in List: 95]RuleId:708: [Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.97872340425532, support: 24.124513618677042) (CRule = false Strong cRule= false) [Pos in List: 96]RuleId:699: [Commercial Services=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.97872340425532, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 97]RuleId:1166: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.86713286713287, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 98]RuleId:574: [Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.804232804232804, support: 24.124513618677042) (CRule = false Strong cRule= false) [Pos in List: 99]RuleId:846: [Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 32.800000000000004, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 100]RuleId:1078: [Commercial Services=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.71028037383177, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 101]RuleId:888: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.63888888888889, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 102]RuleId:822: [Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.407407407407405, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 103]RuleId:223: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.29166666666667, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 104]RuleId:228: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 32.29166666666667, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 105]RuleId:858: [Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 32.28346456692913, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 106]RuleId:1126: [Manufacturing and Production=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 32.28346456692913, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 107]RuleId:1110: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 32.25806451612903, support: 15.56420233463035) (CRule = false Strong cRule= false) [Pos in List: 108]RuleId:648: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 32.20338983050847, support: 22.17898832684825) (CRule = false Strong cRule= false) [Pos in List: 109]RuleId:578: [Transport=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.18390804597701, support: 10.894941634241246) (CRule = false Strong cRule= false) [Pos in List: 110]RuleId:714: [Commercial Services=NEAR, Transport=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.18390804597701, support: 10.894941634241246) (CRule = false Strong cRule= false) [Pos in List: 111]RuleId:900: [Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.16783216783217, support: 17.898832684824903) (CRule = false Strong cRule= false) [Pos in List: 112]RuleId:1182: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.16783216783217, support: 17.898832684824903) (CRule = false Strong cRule= false) [Pos in List: 113]RuleId:911: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 32.142857142857146, support: 10.505836575875486) (CRule = false Strong cRule= false) [Pos in List: 114]RuleId:568: [Open Space=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 32.038834951456316, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 115]RuleId:570: [Open Space=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 32.038834951456316, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 116]RuleId:534: [Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 32.02247191011236, support: 22.17898832684825) (CRule = false Strong cRule= false) [Pos in List: 117]RuleId:476: [Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 31.983805668016196, support: 30.739299610894943) (CRule = false Strong cRule= false) [Pos in List: 118]RuleId:13: [Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 31.958762886597935, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 119]RuleId:618: [Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 31.914893617021278, support: 17.509727626459142) (CRule = false Strong cRule= false) [Pos in List: 120]RuleId:974: [Education and Health=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 31.775700934579437, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 121]RuleId:514: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 31.690140845070424, support: 17.509727626459142) (CRule = false Strong cRule= false) [Pos in List: 122]RuleId:526: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.690140845070424, support: 17.509727626459142) (CRule = false Strong cRule= false) [Pos in List: 123]RuleId:53: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.62393162393162, support: 14.396887159533073) (CRule = false Strong cRule= false) [Pos in List: 124]RuleId:273: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.62393162393162, support: 14.396887159533073) (CRule = false Strong cRule= false) [Pos in List: 125]RuleId:73: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 31.57894736842105, support: 16.342412451361866) (CRule = false Strong cRule= false) [Pos in List: 126]RuleId:298: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 31.57894736842105, support: 16.342412451361866) (CRule = false Strong cRule= false) [Pos in List: 127]RuleId:825: [Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.48148148148148, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 128]RuleId:769: [Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 31.48148148148148, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 129]RuleId:744: [Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 31.48148148148148, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 130]RuleId:1007: [Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 31.48148148148148, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 131]RuleId:33: [Education and Health=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.313131313131315, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 132]RuleId:248: [Education and Health=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.313131313131315, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 133]RuleId:636: [Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.20567375886525, support: 17.120622568093385) (CRule = false Strong cRule= false) [Pos in List: 134]RuleId:373: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.182795698924732, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 135]RuleId:443: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 31.182795698924732, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 136]RuleId:702: [Commercial Services=NEAR, Open Space=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 30.851063829787233, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 137]RuleId:1082: [Commercial Services=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[120000-910000]]( confidence: 30.8411214953271, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 138]RuleId:994: [Education and Health=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 30.8411214953271, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 139]RuleId:832: [Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 30.708661417322837, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 140]RuleId:1091: [Manufacturing and Production=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 30.708661417322837, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 141]RuleId:759: [Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 30.555555555555557, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 142]RuleId:1003: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 30.275229357798167, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 143]RuleId:766: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 30.08849557522124, support: 13.229571984435799) (CRule = false Strong cRule= false) [Pos in List: 144]RuleId:877: [Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 30.069930069930066, support: 16.731517509727624) (CRule = false Strong cRule= false) [Pos in List: 145]RuleId:1151: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 30.069930069930066, support: 16.731517509727624) (CRule = false Strong cRule= false) [Pos in List: 146]RuleId:39: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.914529914529915, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 147]RuleId:255: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.914529914529915, support: 13.618677042801556) (CRule = false Strong cRule= false) [Pos in List: 148]RuleId:1087: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.838709677419356, support: 14.396887159533073) (CRule = false Strong cRule= false) [Pos in List: 149]RuleId:676: [Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.78723404255319, support: 21.78988326848249) (CRule = false Strong cRule= false) [Pos in List: 150]RuleId:553: [Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.629629629629626, support: 21.78988326848249) (CRule = false Strong cRule= false) [Pos in List: 151]RuleId:829: [Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.599999999999998, support: 14.396887159533073) (CRule = false Strong cRule= false) [Pos in List: 152]RuleId:1300: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.591836734693878, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 153]RuleId:170: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.591836734693878, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 154]RuleId:506: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 29.37062937062937, support: 16.342412451361866) (CRule = false Strong cRule= false) [Pos in List: 155]RuleId:63: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.32330827067669, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 156]RuleId:285: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 29.32330827067669, support: 15.17509727626459) (CRule = false Strong cRule= false) [Pos in List: 157]RuleId:148: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 29.213483146067414, support: 10.116731517509727) (CRule = false Strong cRule= false) [Pos in List: 158]RuleId:780: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 29.20353982300885, support: 12.840466926070038) (CRule = false Strong cRule= false) [Pos in List: 159]RuleId:606: [Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 28.985507246376812, support: 15.56420233463035) (CRule = false Strong cRule= false) [Pos in List: 160]RuleId:1282: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 28.888888888888886, support: 10.116731517509727) (CRule = false Strong cRule= false) [Pos in List: 161]RuleId:1147: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 28.671328671328673, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 162]RuleId:1310: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 28.57142857142857, support: 10.894941634241246) (CRule = false Strong cRule= false) [Pos in List: 163]RuleId:183: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 28.57142857142857, support: 10.894941634241246) (CRule = false Strong cRule= false) [Pos in List: 164]RuleId:874: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 28.47222222222222, support: 15.953307392996107) (CRule = false Strong cRule= false) [Pos in List: 165]RuleId:1022: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 28.440366972477065, support: 12.062256809338521) (CRule = false Strong cRule= false) [Pos in List: 166]RuleId:914: [Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 27.976190476190478, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 167]RuleId:1200: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 27.976190476190478, support: 18.28793774319066) (CRule = false Strong cRule= false) [Pos in List: 168]RuleId:670: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 27.659574468085108, support: 20.233463035019454) (CRule = false Strong cRule= false) [Pos in List: 169]RuleId:549: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1625000-7200000]]( confidence: 27.17948717948718, support: 20.622568093385212) (CRule = false Strong cRule= false) [Pos in List: 170]RuleId:792: [Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 26.851851851851855, support: 11.284046692607005) (CRule = false Strong cRule= false) [Pos in List: 171]RuleId:1038: [Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(910000-1625000]]( confidence: 26.851851851851855, support: 11.284046692607005) (CRule = false Strong cRule= false) -------------------------------------------------------------------------- PRINT CLASSIFIER -------------------------------------------------------------------------- [Transport=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[120000-910000]] [Confidence: 52.83018867924528% Support: 10.894941634241246%] [Public Infrastructure=NEAR, Commercial Services=NEAR, Transport=NEAR] -> [PRICE_RANGE=[120000-910000]] [Confidence: 52.83018867924528% Support: 10.894941634241246%] [Transport=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[120000-910000]] [Confidence: 47.05882352941176% Support: 12.45136186770428%] [Retail=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1625000-7200000]] [Confidence: 38.88888888888889% Support: 10.894941634241246%] Default Class -> [[120000-910000]] [Confidence: 0.0% Support: 0.0%] -------------------------------------------------------------------------- CLASSIFY -------------------------------------------------------------------------- Transaction id = 50390 Class label = [120000-910000] Transaction id = 54589 Class label = [120000-910000] Transaction id = 73145 Class label = [120000-910000] Transaction id = 76311 Class label = [120000-910000] Transaction id = 76896 Class label = [120000-910000] Transaction id = 59662 Class label = [120000-910000] Transaction id = 61560 Class label = [120000-910000] Transaction id = 61652 Class label = [120000-910000] Transaction id = 66848 Class label = [120000-910000] Transaction id = 72037 Class label = [120000-910000] Transaction id = 58108 Class label = [120000-910000] Transaction id = 72043 Class label = [120000-910000] Transaction id = 73602 Class label = [120000-910000] Transaction id = 32861 Class label = [120000-910000] Transaction id = 32878 Class label = [120000-910000] Transaction id = 37508 Class label = [120000-910000] Transaction id = 69872 Class label = [120000-910000] Transaction id = 76032 Class label = [120000-910000] Transaction id = 78355 Class label = [120000-910000] Transaction id = 58976 Class label = [120000-910000] Transaction id = 61300 Class label = [120000-910000] Transaction id = 68597 Class label = [120000-910000] Transaction id = 32431 Class label = [120000-910000] Transaction id = 37218 Class label = [120000-910000] Transaction id = 62788 Class label = [120000-910000] Transaction id = 72790 Class label = [120000-910000] Transaction id = 73578 Class label = [120000-910000] Transaction id = 57221 Class label = [120000-910000] Transaction id = 61200 Class label = [120000-910000] Transaction id = 32610 Class label = [120000-910000] Transaction id = 33224 Class label = [120000-910000] Transaction id = 60410 Class label = [120000-910000] Transaction id = 63884 Class label = [120000-910000] Transaction id = 66422 Class label = [120000-910000] Transaction id = 71431 Class label = [120000-910000] Transaction id = 72460 Class label = [120000-910000] Transaction id = 73035 Class label = [120000-910000] Transaction id = 76174 Class label = [120000-910000] -------------------------------------------------------------------------- DISPLAY ACCURACY -------------------------------------------------------------------------- correctClassCounter = 38 unclassifiedCounter = 0 wrongClassCounter = 79 Num case = 117 accuracy = 32.47863247863248 Accuracy = 32.47863247863248 BUILD SUCCESSFUL (total time: 2 minutes 49 seconds)