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 241: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.5919, confidence=61.8182) Rule 1169: Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.5919, confidence=60.7143) Rule 1045: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.5919, confidence=56.6667) Rule 171: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.5919, confidence=56.6667) Rule 925: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.3956, confidence=55.8442) Rule 86: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.3956, confidence=55.8442) Rule 1233: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.1495, confidence=55.7143) Rule 1101: Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.7726, confidence=55.4054) Rule 196: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.7726, confidence=55.4054) Rule 26: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.838, confidence=55.0725) Rule 289: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.838, confidence=55.0725) Rule 266: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=55) Rule 325: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=55) Rule 386: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=55) Rule 815: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.1495, confidence=54.9296) Rule 46: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.9034, confidence=54.6875) Rule 313: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.9034, confidence=54.6875) Rule 1241: Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=54.0984) Rule 373: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=54.0984) Rule 226: Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=54.0984) Rule 1117: Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.215, confidence=53.7313) Rule 1157: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.6417, confidence=53.4091) Rule 716: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.9533, confidence=53.3333) Rule 216: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.9034, confidence=53.0303) Rule 101: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.838, confidence=52.7778) Rule 343: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.838, confidence=52.7778) Rule 246: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.7726, confidence=51.8987) Rule 355: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.5265, confidence=51.3889) Rule 1173: Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.7726, confidence=51.25) Rule 256: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.5265, confidence=50.6849) Rule 1029: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.3302, confidence=50) Rule 981: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.5265, confidence=50) Rule 146: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.5265, confidence=50) Rule 136: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.5265, confidence=50) Rule 620: Accomodation, Eating and Drink= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.3302, confidence=49.4624) Rule 1185: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.3302, confidence=49.4624) Rule 96: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.0841, confidence=49.4118) Rule 337: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.0841, confidence=49.4118) Rule 116: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.0841, confidence=49.4118) Rule 764: Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.1495, confidence=49.3671) Rule 1213: Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.5265, confidence=49.3333) Rule 1205: Commercial Services= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=11.838, confidence=48.7179) Rule 803: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=16.8224, confidence=48.6486) Rule 905: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.8879, confidence=48.5714) Rule 61: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.5763, confidence=48.5437) Rule 746: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.3302, confidence=48.4211) Rule 965: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.0841, confidence=48.2759) Rule 501: Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=17.134, confidence=47.8261) Rule 151: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=47.8261) Rule 361: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=47.8261) Rule 236: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.7072, confidence=47.8261) Rule 176: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.4611, confidence=47.619) Rule 1129: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=18.0685, confidence=47.541) Rule 1165: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.7072, confidence=47.3118) Rule 1237: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.7072, confidence=47.3118) Rule 1217: Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=47.1429) Rule 261: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=10.2804, confidence=47.1429) Rule 1049: Accomodation, Eating and Drink= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=12.4611, confidence=47.0588) Rule 695: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=18.6916, confidence=46.875) Rule 818: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.7072, confidence=46.3158) Rule 861: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=44.5455) Rule 6: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=44.5455) Rule 662: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=16.8224, confidence=44.2623) Rule 36: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.3956, confidence=43.8776) Rule 301: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.3956, confidence=43.8776) Rule 1085: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=16.1994, confidence=43.3333) Rule 1109: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.3956, confidence=42.5743) Rule 206: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=13.3956, confidence=42.5743) Rule 161: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.3302, confidence=42.2018) Rule 1225: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=41.5254) Rule 1037: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=14.3302, confidence=41.4414) Rule 809: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=40.4959) Rule 489: Open Space= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=13.3956, confidence=40.1869) Rule 126: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=40.1639) Rule 889: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [148000-900000] (support=19.6262, confidence=39.8734) Rule 949: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=17.4455, confidence=39.7163) Rule 917: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=16.5109, confidence=39.5522) Rule 76: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=16.5109, confidence=39.5522) Rule 973: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=39.5161) Rule 536: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [148000-900000] (support=19.9377, confidence=39.5062) Rule 617: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=21.8069, confidence=39.3258) Rule 560: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=17.4455, confidence=39.1608) Rule 1197: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=38.8889) Rule 779: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=20.5607, confidence=38.8235) Rule 683: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [148000-900000] (support=23.3645, confidence=38.6598) Rule 441: Education and Health= NEAR ==> PRICE_RANGE= [148000-900000] (support=24.9221, confidence=38.6473) Rule 1001: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=16.8224, confidence=38.2979) Rule 1025: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=20.8723, confidence=38.2857) Rule 788: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=10.9034, confidence=38.0435) Rule 758: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=15.2648, confidence=37.9845) Rule 734: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=18.6916, confidence=37.9747) Rule 599: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=17.134, confidence=37.931) Rule 713: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=18.0685, confidence=37.9085) Rule 710: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=18.0685, confidence=37.9085) Rule 457: Manufacturing and Production= NEAR ==> PRICE_RANGE= [148000-900000] (support=19.3146, confidence=37.8049) Rule 499: Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=24.6106, confidence=37.799) Rule 483: Public Infrastructure= NEAR ==> PRICE_RANGE= [148000-900000] (support=21.1838, confidence=37.7778) Rule 1153: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=17.757, confidence=37.7483) Rule 1149: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=17.757, confidence=37.7483) Rule 413: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (900000-1650000] (support=26.4798, confidence=37.6106) Rule 800: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=23.3645, confidence=37.5) Rule 921: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=15.5763, confidence=37.3134) Rule 81: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=15.5763, confidence=37.3134) Rule 584: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (900000-1650000] (support=25.2336, confidence=37.156) Rule 563: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=16.1994, confidence=36.3636) Rule 893: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (900000-1650000] (support=17.757, confidence=36.0759) Rule 977: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=13.7072, confidence=35.4839) Rule 953: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=15.5763, confidence=35.461) Rule 737: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=17.4455, confidence=35.443) Rule 459: Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=18.0685, confidence=35.3659) Rule 539: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (900000-1650000] (support=17.757, confidence=35.1852) Rule 761: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=14.0187, confidence=34.8837) Rule 749: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.2804, confidence=34.7368) Rule 812: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=13.0841, confidence=34.7107) Rule 686: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (900000-1650000] (support=20.8723, confidence=34.5361) Rule 602: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (900000-1650000] (support=15.5763, confidence=34.4828) Rule 131: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=13.0841, confidence=34.4262) Rule 443: Education and Health= NEAR ==> PRICE_RANGE= (900000-1650000] (support=22.1184, confidence=34.2995) Rule 1021: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=18.6916, confidence=34.2857) Rule 1041: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.838, confidence=34.2342) Rule 1201: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=13.3956, confidence=34.127) Rule 1005: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (900000-1650000] (support=14.9533, confidence=34.0426) Rule 485: Public Infrastructure= NEAR ==> PRICE_RANGE= (900000-1650000] (support=19.0031, confidence=33.8889) Rule 614: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=18.6916, confidence=33.7079) Rule 41: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.2804, confidence=33.6735) Rule 307: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.2804, confidence=33.6735) Rule 1113: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.5919, confidence=33.6634) Rule 211: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.5919, confidence=33.6634) Rule 865: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.5265, confidence=33.6364) Rule 11: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.5265, confidence=33.6364) Rule 797: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=20.8723, confidence=33.5) Rule 497: Retail= NEAR ==> PRICE_RANGE= [148000-900000] (support=21.8069, confidence=33.4928) Rule 471: Commercial Services= NEAR ==> PRICE_RANGE= [148000-900000] (support=30.5296, confidence=33.4471) Rule 469: Commercial Services= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=30.5296, confidence=33.4471) Rule 473: Commercial Services= NEAR ==> PRICE_RANGE= (900000-1650000] (support=30.2181, confidence=33.1058) Rule 1229: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=12.1495, confidence=33.0508) Rule 581: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [148000-900000] (support=22.4299, confidence=33.0275) Rule 166: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.215, confidence=33.0275) Rule 1089: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=12.1495, confidence=32.5) Rule 782: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (900000-1650000] (support=17.134, confidence=32.3529) Rule 411: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [148000-900000] (support=22.7414, confidence=32.3009) Rule 665: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (900000-1650000] (support=12.1495, confidence=31.9672) Rule 491: Open Space= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.2804, confidence=30.8411) Rule 409: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=21.1838, confidence=30.0885) Rule 578: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=20.2492, confidence=29.8165) Rule 698: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.838, confidence=29.6875) Rule 794: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=18.0685, confidence=29) Rule 776: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=15.2648, confidence=28.8235) Rule 495: Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=18.6916, confidence=28.7081) Rule 1133: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.9034, confidence=28.6885) Rule 481: Public Infrastructure= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=15.8879, confidence=28.3333) Rule 997: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=12.1495, confidence=27.6596) Rule 596: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=12.4611, confidence=27.5862) Rule 1017: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=14.9533, confidence=27.4286) Rule 755: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=10.9034, confidence=27.1318) Rule 439: Education and Health= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=17.4455, confidence=27.0531) Rule 1193: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=10.5919, confidence=26.9841) Rule 611: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=14.9533, confidence=26.9663) Rule 455: Manufacturing and Production= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=13.7072, confidence=26.8293) Rule 680: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=16.1994, confidence=26.8041) Rule 731: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=13.0841, confidence=26.5823) Rule 533: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=12.7726, confidence=25.3086) Rule 945: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=10.9034, confidence=24.8227) Rule 1145: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=11.5265, confidence=24.5033) Rule 557: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=10.9034, confidence=24.4755) Rule 707: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=11.5265, confidence=24.183) Rule 885: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1650000-6300000] (support=11.838, confidence=24.0506) ---------------------------------------------------------------- SORT CLASSIFICATION RULES ---------------------------------------------------------------- [Pos in List: 0]RuleId:241: [Commercial Services=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 61.81818181818181, support: 10.59190031152648) (CRule = true Strong cRule= true) [Pos in List: 1]RuleId:1169: [Education and Health=NEAR, Transport=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 60.71428571428571, support: 10.59190031152648) (CRule = false Strong cRule= false) [Pos in List: 2]RuleId:1045: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 56.666666666666664, support: 10.59190031152648) (CRule = false Strong cRule= false) [Pos in List: 3]RuleId:171: [Commercial Services=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 56.666666666666664, support: 10.59190031152648) (CRule = false Strong cRule= false) [Pos in List: 4]RuleId:925: [Transport=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.84415584415584, support: 13.395638629283487) (CRule = false Strong cRule= false) [Pos in List: 5]RuleId:86: [Transport=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.84415584415584, support: 13.395638629283487) (CRule = false Strong cRule= false) [Pos in List: 6]RuleId:1233: [Commercial Services=NEAR, Transport=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.714285714285715, support: 12.149532710280374) (CRule = false Strong cRule= false) [Pos in List: 7]RuleId:1101: [Public Infrastructure=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.4054054054054, support: 12.77258566978193) (CRule = false Strong cRule= false) [Pos in List: 8]RuleId:196: [Manufacturing and Production=NEAR, Education and Health=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.4054054054054, support: 12.77258566978193) (CRule = false Strong cRule= false) [Pos in List: 9]RuleId:26: [Manufacturing and Production=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.072463768115945, support: 11.838006230529595) (CRule = false Strong cRule= false) [Pos in List: 10]RuleId:289: [Education and Health=NEAR, Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.072463768115945, support: 11.838006230529595) (CRule = false Strong cRule= false) [Pos in List: 11]RuleId:266: [Public Infrastructure=NEAR, Commercial Services=NEAR, Transport=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.00000000000001, support: 10.2803738317757) (CRule = true Strong cRule= true) [Pos in List: 12]RuleId:325: [Education and Health=NEAR, Public Infrastructure=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.00000000000001, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 13]RuleId:386: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Education and Health=NEAR, Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 55.00000000000001, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 14]RuleId:815: [Transport=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 54.929577464788736, support: 12.149532710280374) (CRule = false Strong cRule= false) [Pos in List: 15]RuleId:46: [Manufacturing and Production=NEAR, Education and Health=NEAR, Transport=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 54.6875, support: 10.903426791277258) (CRule = false Strong cRule= false) [Pos in List: 16]RuleId:313: [Transport=NEAR, Education and Health=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 54.6875, support: 10.903426791277258) (CRule = false Strong cRule= false) [Pos in List: 17]RuleId:1241: [Transport=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 54.09836065573771, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 18]RuleId:226: [Education and Health=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 54.09836065573771, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 19]RuleId:373: [Commercial Services=NEAR, Manufacturing and Production=NEAR, Public Infrastructure=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 54.09836065573771, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 20]RuleId:1117: [Manufacturing and Production=NEAR, Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 53.73134328358209, support: 11.214953271028037) (CRule = false Strong cRule= false) [Pos in List: 21]RuleId:1157: [Education and Health=NEAR, Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 53.40909090909091, support: 14.641744548286603) (CRule = false Strong cRule= false) [Pos in List: 22]RuleId:716: [Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 53.333333333333336, support: 14.953271028037381) (CRule = false Strong cRule= false) [Pos in List: 23]RuleId:216: [Commercial Services=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 53.03030303030303, support: 10.903426791277258) (CRule = false Strong cRule= false) [Pos in List: 24]RuleId:101: [Education and Health=NEAR, Transport=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 52.77777777777778, support: 11.838006230529595) (CRule = false Strong cRule= false) [Pos in List: 25]RuleId:343: [Commercial Services=NEAR, Transport=NEAR, Education and Health=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 52.77777777777778, support: 11.838006230529595) (CRule = false Strong cRule= false) [Pos in List: 26]RuleId:246: [Retail=NEAR, Transport=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 51.89873417721519, support: 12.77258566978193) (CRule = false Strong cRule= false) [Pos in List: 27]RuleId:355: [Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 51.388888888888886, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 28]RuleId:1173: [Education and Health=NEAR, Transport=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 51.24999999999999, support: 12.77258566978193) (CRule = false Strong cRule= false) [Pos in List: 29]RuleId:256: [Retail=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 50.68493150684932, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 30]RuleId:1029: [Transport=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 50.0, support: 14.330218068535824) (CRule = false Strong cRule= false) [Pos in List: 31]RuleId:981: [Accomodation, Eating and Drink=NEAR, Transport=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 50.0, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 32]RuleId:136: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Transport=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 50.0, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 33]RuleId:146: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 50.0, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 34]RuleId:620: [Accomodation, Eating and Drink=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 49.46236559139785, support: 14.330218068535824) (CRule = false Strong cRule= false) [Pos in List: 35]RuleId:1185: [Commercial Services=NEAR, Manufacturing and Production=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 49.46236559139785, support: 14.330218068535824) (CRule = false Strong cRule= false) [Pos in List: 36]RuleId:116: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 49.411764705882355, support: 13.084112149532709) (CRule = false Strong cRule= false) [Pos in List: 37]RuleId:96: [Education and Health=NEAR, Retail=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 49.411764705882355, support: 13.084112149532709) (CRule = false Strong cRule= false) [Pos in List: 38]RuleId:337: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 49.411764705882355, support: 13.084112149532709) (CRule = false Strong cRule= false) [Pos in List: 39]RuleId:764: [Manufacturing and Production=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 49.36708860759494, support: 12.149532710280374) (CRule = false Strong cRule= false) [Pos in List: 40]RuleId:1213: [Manufacturing and Production=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 49.333333333333336, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 41]RuleId:1205: [Commercial Services=NEAR, Transport=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 48.717948717948715, support: 11.838006230529595) (CRule = false Strong cRule= false) [Pos in List: 42]RuleId:803: [Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 48.64864864864865, support: 16.822429906542055) (CRule = false Strong cRule= false) [Pos in List: 43]RuleId:905: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 48.57142857142857, support: 15.887850467289718) (CRule = false Strong cRule= false) [Pos in List: 44]RuleId:61: [Commercial Services=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 48.54368932038835, support: 15.57632398753894) (CRule = false Strong cRule= false) [Pos in List: 45]RuleId:746: [Manufacturing and Production=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 48.421052631578945, support: 14.330218068535824) (CRule = false Strong cRule= false) [Pos in List: 46]RuleId:965: [Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 48.275862068965516, support: 13.084112149532709) (CRule = false Strong cRule= false) [Pos in List: 47]RuleId:501: [Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.82608695652174, support: 17.133956386292834) (CRule = false Strong cRule= false) [Pos in List: 48]RuleId:236: [Retail=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.82608695652174, support: 13.707165109034266) (CRule = false Strong cRule= false) [Pos in List: 49]RuleId:151: [Manufacturing and Production=NEAR, Retail=NEAR, Transport=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.82608695652174, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 50]RuleId:361: [Manufacturing and Production=NEAR, Transport=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.82608695652174, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 51]RuleId:176: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.61904761904761, support: 12.461059190031152) (CRule = false Strong cRule= false) [Pos in List: 52]RuleId:1129: [Commercial Services=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.540983606557376, support: 18.06853582554517) (CRule = false Strong cRule= false) [Pos in List: 53]RuleId:1237: [Retail=NEAR, Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.31182795698925, support: 13.707165109034266) (CRule = false Strong cRule= false) [Pos in List: 54]RuleId:1165: [Education and Health=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.31182795698925, support: 13.707165109034266) (CRule = false Strong cRule= false) [Pos in List: 55]RuleId:1217: [Retail=NEAR, Manufacturing and Production=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.14285714285714, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 56]RuleId:261: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Retail=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.14285714285714, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 57]RuleId:1049: [Accomodation, Eating and Drink=NEAR, Transport=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 47.05882352941176, support: 12.461059190031152) (CRule = false Strong cRule= false) [Pos in List: 58]RuleId:695: [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 46.875, support: 18.69158878504673) (CRule = false Strong cRule= false) [Pos in List: 59]RuleId:818: [Transport=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 46.31578947368421, support: 13.707165109034266) (CRule = false Strong cRule= false) [Pos in List: 60]RuleId:861: [Manufacturing and Production=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 44.54545454545455, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 61]RuleId:6: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 44.54545454545455, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 62]RuleId:662: [Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 44.26229508196721, support: 16.822429906542055) (CRule = false Strong cRule= false) [Pos in List: 63]RuleId:36: [Manufacturing and Production=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 43.87755102040816, support: 13.395638629283487) (CRule = false Strong cRule= false) [Pos in List: 64]RuleId:301: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 43.87755102040816, support: 13.395638629283487) (CRule = false Strong cRule= false) [Pos in List: 65]RuleId:1085: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 43.333333333333336, support: 16.1993769470405) (CRule = false Strong cRule= false) [Pos in List: 66]RuleId:1109: [Manufacturing and Production=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 42.57425742574257, support: 13.395638629283487) (CRule = false Strong cRule= false) [Pos in List: 67]RuleId:206: [Manufacturing and Production=NEAR, Retail=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 42.57425742574257, support: 13.395638629283487) (CRule = false Strong cRule= false) [Pos in List: 68]RuleId:161: [Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 42.201834862385326, support: 14.330218068535824) (CRule = false Strong cRule= false) [Pos in List: 69]RuleId:1225: [Commercial Services=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 41.52542372881356, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 70]RuleId:1037: [Retail=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 41.44144144144144, support: 14.330218068535824) (CRule = false Strong cRule= false) [Pos in List: 71]RuleId:809: [Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 40.49586776859504, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 72]RuleId:489: [Open Space=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 40.18691588785047, support: 13.395638629283487) (CRule = true Strong cRule= true) [Pos in List: 73]RuleId:126: [Retail=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 40.16393442622951, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 74]RuleId:889: [Education and Health=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 39.87341772151899, support: 19.626168224299064) (CRule = false Strong cRule= false) [Pos in List: 75]RuleId:949: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 39.71631205673759, support: 17.445482866043612) (CRule = false Strong cRule= false) [Pos in List: 76]RuleId:917: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 39.55223880597015, support: 16.510903426791277) (CRule = false Strong cRule= false) [Pos in List: 77]RuleId:76: [Retail=NEAR, Education and Health=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 39.55223880597015, support: 16.510903426791277) (CRule = false Strong cRule= false) [Pos in List: 78]RuleId:973: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 39.516129032258064, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 79]RuleId:536: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 39.50617283950617, support: 19.937694704049843) (CRule = false Strong cRule= false) [Pos in List: 80]RuleId:617: [Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 39.325842696629216, support: 21.806853582554517) (CRule = true Strong cRule= false) [Pos in List: 81]RuleId:560: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 39.16083916083916, support: 17.445482866043612) (CRule = false Strong cRule= false) [Pos in List: 82]RuleId:1197: [Commercial Services=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 38.88888888888889, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 83]RuleId:779: [Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 38.82352941176471, support: 20.5607476635514) (CRule = false Strong cRule= false) [Pos in List: 84]RuleId:683: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 38.659793814432994, support: 23.364485981308412) (CRule = false Strong cRule= false) [Pos in List: 85]RuleId:441: [Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 38.64734299516908, support: 24.922118380062305) (CRule = false Strong cRule= false) [Pos in List: 86]RuleId:1001: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 38.297872340425535, support: 16.822429906542055) (CRule = false Strong cRule= false) [Pos in List: 87]RuleId:1025: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 38.285714285714285, support: 20.87227414330218) (CRule = true Strong cRule= false) [Pos in List: 88]RuleId:788: [Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 38.04347826086957, support: 10.903426791277258) (CRule = true Strong cRule= false) [Pos in List: 89]RuleId:758: [Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 37.98449612403101, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 90]RuleId:734: [Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 37.9746835443038, support: 18.69158878504673) (CRule = false Strong cRule= false) [Pos in List: 91]RuleId:599: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 37.93103448275862, support: 17.133956386292834) (CRule = false Strong cRule= false) [Pos in List: 92]RuleId:710: [Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 37.908496732026144, support: 18.06853582554517) (CRule = false Strong cRule= false) [Pos in List: 93]RuleId:713: [Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.908496732026144, support: 18.06853582554517) (CRule = true Strong cRule= false) [Pos in List: 94]RuleId:457: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 37.80487804878049, support: 19.314641744548286) (CRule = false Strong cRule= false) [Pos in List: 95]RuleId:499: [Retail=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.79904306220095, support: 24.610591900311526) (CRule = false Strong cRule= false) [Pos in List: 96]RuleId:483: [Public Infrastructure=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 37.77777777777778, support: 21.18380062305296) (CRule = false Strong cRule= false) [Pos in List: 97]RuleId:1149: [Commercial Services=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 37.74834437086093, support: 17.75700934579439) (CRule = false Strong cRule= false) [Pos in List: 98]RuleId:1153: [Commercial Services=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.74834437086093, support: 17.75700934579439) (CRule = false Strong cRule= false) [Pos in List: 99]RuleId:413: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.610619469026545, support: 26.479750778816197) (CRule = false Strong cRule= false) [Pos in List: 100]RuleId:800: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.5, support: 23.364485981308412) (CRule = false Strong cRule= false) [Pos in List: 101]RuleId:921: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.3134328358209, support: 15.57632398753894) (CRule = false Strong cRule= false) [Pos in List: 102]RuleId:81: [Retail=NEAR, Education and Health=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.3134328358209, support: 15.57632398753894) (CRule = false Strong cRule= false) [Pos in List: 103]RuleId:584: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 37.15596330275229, support: 25.233644859813083) (CRule = false Strong cRule= false) [Pos in List: 104]RuleId:563: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 36.36363636363637, support: 16.1993769470405) (CRule = false Strong cRule= false) [Pos in List: 105]RuleId:893: [Education and Health=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 36.075949367088604, support: 17.75700934579439) (CRule = false Strong cRule= false) [Pos in List: 106]RuleId:977: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 35.483870967741936, support: 13.707165109034266) (CRule = false Strong cRule= false) [Pos in List: 107]RuleId:953: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 35.46099290780142, support: 15.57632398753894) (CRule = false Strong cRule= false) [Pos in List: 108]RuleId:737: [Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 35.44303797468354, support: 17.445482866043612) (CRule = false Strong cRule= false) [Pos in List: 109]RuleId:459: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 35.36585365853659, support: 18.06853582554517) (CRule = false Strong cRule= false) [Pos in List: 110]RuleId:539: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 35.18518518518518, support: 17.75700934579439) (CRule = false Strong cRule= false) [Pos in List: 111]RuleId:761: [Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.883720930232556, support: 14.018691588785046) (CRule = false Strong cRule= false) [Pos in List: 112]RuleId:749: [Manufacturing and Production=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.73684210526316, support: 10.2803738317757) (CRule = true Strong cRule= false) [Pos in List: 113]RuleId:812: [Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.710743801652896, support: 13.084112149532709) (CRule = false Strong cRule= false) [Pos in List: 114]RuleId:686: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.5360824742268, support: 20.87227414330218) (CRule = false Strong cRule= false) [Pos in List: 115]RuleId:602: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.48275862068966, support: 15.57632398753894) (CRule = false Strong cRule= false) [Pos in List: 116]RuleId:131: [Retail=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.42622950819672, support: 13.084112149532709) (CRule = false Strong cRule= false) [Pos in List: 117]RuleId:443: [Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.29951690821256, support: 22.118380062305295) (CRule = false Strong cRule= false) [Pos in List: 118]RuleId:1021: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 34.285714285714285, support: 18.69158878504673) (CRule = false Strong cRule= false) [Pos in List: 119]RuleId:1041: [Retail=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.234234234234236, support: 11.838006230529595) (CRule = false Strong cRule= false) [Pos in List: 120]RuleId:1201: [Commercial Services=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.12698412698413, support: 13.395638629283487) (CRule = false Strong cRule= false) [Pos in List: 121]RuleId:1005: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 34.04255319148936, support: 14.953271028037381) (CRule = false Strong cRule= false) [Pos in List: 122]RuleId:485: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.88888888888889, support: 19.003115264797508) (CRule = false Strong cRule= false) [Pos in List: 123]RuleId:614: [Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 33.70786516853933, support: 18.69158878504673) (CRule = false Strong cRule= false) [Pos in List: 124]RuleId:41: [Manufacturing and Production=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.6734693877551, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 125]RuleId:307: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.6734693877551, support: 10.2803738317757) (CRule = false Strong cRule= false) [Pos in List: 126]RuleId:1113: [Manufacturing and Production=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.663366336633665, support: 10.59190031152648) (CRule = false Strong cRule= false) [Pos in List: 127]RuleId:211: [Manufacturing and Production=NEAR, Retail=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.663366336633665, support: 10.59190031152648) (CRule = false Strong cRule= false) [Pos in List: 128]RuleId:865: [Manufacturing and Production=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.63636363636363, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 129]RuleId:11: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.63636363636363, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 130]RuleId:797: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 33.5, support: 20.87227414330218) (CRule = false Strong cRule= false) [Pos in List: 131]RuleId:497: [Retail=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 33.49282296650718, support: 21.806853582554517) (CRule = false Strong cRule= false) [Pos in List: 132]RuleId:469: [Commercial Services=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 33.44709897610921, support: 30.529595015576323) (CRule = false Strong cRule= false) [Pos in List: 133]RuleId:471: [Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 33.44709897610921, support: 30.529595015576323) (CRule = false Strong cRule= false) [Pos in List: 134]RuleId:473: [Commercial Services=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.105802047781566, support: 30.218068535825545) (CRule = false Strong cRule= false) [Pos in List: 135]RuleId:1229: [Commercial Services=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.05084745762712, support: 12.149532710280374) (CRule = false Strong cRule= false) [Pos in List: 136]RuleId:581: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 33.02752293577982, support: 22.429906542056074) (CRule = false Strong cRule= false) [Pos in List: 137]RuleId:166: [Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 33.02752293577982, support: 11.214953271028037) (CRule = false Strong cRule= false) [Pos in List: 138]RuleId:1089: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 32.5, support: 12.149532710280374) (CRule = false Strong cRule= false) [Pos in List: 139]RuleId:782: [Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 32.35294117647059, support: 17.133956386292834) (CRule = false Strong cRule= false) [Pos in List: 140]RuleId:411: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[148000-900000]]( confidence: 32.30088495575221, support: 22.741433021806852) (CRule = false Strong cRule= false) [Pos in List: 141]RuleId:665: [Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 31.967213114754102, support: 12.149532710280374) (CRule = false Strong cRule= false) [Pos in List: 142]RuleId:491: [Open Space=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 30.8411214953271, support: 10.2803738317757) (CRule = true Strong cRule= false) [Pos in List: 143]RuleId:409: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 30.08849557522124, support: 21.18380062305296) (CRule = false Strong cRule= false) [Pos in List: 144]RuleId:578: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 29.81651376146789, support: 20.24922118380062) (CRule = false Strong cRule= false) [Pos in List: 145]RuleId:698: [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 29.6875, support: 11.838006230529595) (CRule = false Strong cRule= false) [Pos in List: 146]RuleId:794: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 28.999999999999996, support: 18.06853582554517) (CRule = false Strong cRule= false) [Pos in List: 147]RuleId:776: [Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 28.823529411764703, support: 15.264797507788161) (CRule = false Strong cRule= false) [Pos in List: 148]RuleId:495: [Retail=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 28.708133971291865, support: 18.69158878504673) (CRule = false Strong cRule= false) [Pos in List: 149]RuleId:1133: [Commercial Services=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]]( confidence: 28.688524590163933, support: 10.903426791277258) (CRule = false Strong cRule= false) [Pos in List: 150]RuleId:481: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 28.333333333333332, support: 15.887850467289718) (CRule = false Strong cRule= false) [Pos in List: 151]RuleId:997: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 27.659574468085108, support: 12.149532710280374) (CRule = false Strong cRule= false) [Pos in List: 152]RuleId:596: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 27.586206896551722, support: 12.461059190031152) (CRule = false Strong cRule= false) [Pos in List: 153]RuleId:1017: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 27.42857142857143, support: 14.953271028037381) (CRule = false Strong cRule= false) [Pos in List: 154]RuleId:755: [Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 27.131782945736433, support: 10.903426791277258) (CRule = true Strong cRule= false) [Pos in List: 155]RuleId:439: [Education and Health=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 27.053140096618357, support: 17.445482866043612) (CRule = true Strong cRule= false) [Pos in List: 156]RuleId:1193: [Commercial Services=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 26.984126984126984, support: 10.59190031152648) (CRule = false Strong cRule= false) [Pos in List: 157]RuleId:611: [Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 26.96629213483146, support: 14.953271028037381) (CRule = false Strong cRule= false) [Pos in List: 158]RuleId:455: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 26.82926829268293, support: 13.707165109034266) (CRule = false Strong cRule= false) [Pos in List: 159]RuleId:680: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 26.804123711340207, support: 16.1993769470405) (CRule = false Strong cRule= false) [Pos in List: 160]RuleId:731: [Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 26.582278481012654, support: 13.084112149532709) (CRule = false Strong cRule= false) [Pos in List: 161]RuleId:533: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 25.308641975308642, support: 12.77258566978193) (CRule = false Strong cRule= false) [Pos in List: 162]RuleId:945: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 24.822695035460992, support: 10.903426791277258) (CRule = false Strong cRule= false) [Pos in List: 163]RuleId:1145: [Commercial Services=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 24.503311258278146, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 164]RuleId:557: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 24.475524475524477, support: 10.903426791277258) (CRule = false Strong cRule= false) [Pos in List: 165]RuleId:707: [Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 24.18300653594771, support: 11.526479750778815) (CRule = false Strong cRule= false) [Pos in List: 166]RuleId:885: [Education and Health=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1650000-6300000]]( confidence: 24.050632911392405, support: 11.838006230529595) (CRule = false Strong cRule= false) -------------------------------------------------------------------------- PRINT CLASSIFIER -------------------------------------------------------------------------- [Commercial Services=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR, Transport=NEAR] -> [PRICE_RANGE=[148000-900000]] [Confidence: 61.81818181818181% Support: 10.59190031152648%] [Public Infrastructure=NEAR, Commercial Services=NEAR, Transport=NEAR, Retail=NEAR] -> [PRICE_RANGE=[148000-900000]] [Confidence: 55.00000000000001% Support: 10.2803738317757%] [Open Space=NEAR] -> [PRICE_RANGE=(1650000-6300000]] [Confidence: 40.18691588785047% Support: 13.395638629283487%] [Manufacturing and Production=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(900000-1650000]] [Confidence: 34.73684210526316% Support: 10.2803738317757%] [Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1650000-6300000]] [Confidence: 27.131782945736433% Support: 10.903426791277258%] Default Class -> [(900000-1650000]] [Confidence: 0.0% Support: 0.0%] -------------------------------------------------------------------------- CLASSIFY -------------------------------------------------------------------------- Transaction id = 53304 Class label = [148000-900000] Transaction id = 58597 Class label = [148000-900000] Transaction id = 63085 Class label = [148000-900000] Transaction id = 72792 Class label = [148000-900000] Transaction id = 80018 Class label = [148000-900000] Transaction id = 37689 Class label = [148000-900000] Transaction id = 50573 Class label = [148000-900000] Transaction id = 72729 Class label = [148000-900000] Transaction id = 72791 Class label = [148000-900000] Transaction id = 73291 Class label = [148000-900000] Transaction id = 78905 Class label = [148000-900000] Transaction id = 29912 Class label = [148000-900000] Transaction id = 42806 Class label = [148000-900000] Transaction id = 58621 Class label = [148000-900000] Transaction id = 69971 Class label = [148000-900000] Transaction id = 79002 Class label = [148000-900000] Transaction id = 32639 Class label = [148000-900000] Transaction id = 35040 Class label = [148000-900000] Transaction id = 39094 Class label = [148000-900000] Transaction id = 48613 Class label = [148000-900000] Transaction id = 65919 Class label = (1650000-6300000] Transaction id = 74164 Class label = [148000-900000] Transaction id = 79936 Class label = [148000-900000] Transaction id = 45000 Class label = [148000-900000] Transaction id = 50849 Class label = [148000-900000] Transaction id = 72978 Class label = [148000-900000] Transaction id = 74794 Class label = [148000-900000] Transaction id = 75644 Class label = [148000-900000] Transaction id = 34401 Class label = [148000-900000] Transaction id = 44521 Class label = [148000-900000] Transaction id = 76338 Class label = [148000-900000] Transaction id = 78622 Class label = [148000-900000] Transaction id = 80031 Class label = [148000-900000] Transaction id = 36752 Class label = [148000-900000] Transaction id = 40335 Class label = [148000-900000] Transaction id = 49577 Class label = [148000-900000] Transaction id = 53243 Class label = [148000-900000] Transaction id = 57943 Class label = [148000-900000] Transaction id = 57998 Class label = [148000-900000] Transaction id = 62126 Class label = [148000-900000] Transaction id = 75944 Class label = [148000-900000] Transaction id = 47667 Class label = [148000-900000] Transaction id = 50617 Class label = [148000-900000] Transaction id = 51060 Class label = [148000-900000] Transaction id = 54905 Class label = [148000-900000] Transaction id = 57168 Class label = [148000-900000] Transaction id = 58950 Class label = [148000-900000] Transaction id = 61340 Class label = [148000-900000] Transaction id = 64527 Class label = [148000-900000] Transaction id = 73418 Class label = [148000-900000] -------------------------------------------------------------------------- DISPLAY ACCURACY -------------------------------------------------------------------------- correctClassCounter = 50 unclassifiedCounter = 0 wrongClassCounter = 71 Num case = 121 accuracy = 41.32231404958678 Accuracy = 41.32231404958678 BUILD SUCCESSFUL (total time: 1 minute 13 seconds)