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 599: Retail= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=85.7143) Rule 918: Commercial Services= NEAR Retail= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=85.7143) Rule 802: Education and Health= NEAR Retail= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=83.3333) Rule 991: Accomodation, Eating and Drink= NEAR Retail= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=83.3333) Rule 23: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=83.3333) Rule 129: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=83.3333) Rule 475: Commercial Services= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=75) Rule 382: Education and Health= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=71.4286) Rule 685: Commercial Services= NEAR Education and Health= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=71.4286) Rule 593: Accomodation, Eating and Drink= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=71.4286) Rule 179: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=71.4286) Rule 167: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=71.4286) Rule 82: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=71.4286) Rule 910: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=71.4286) Rule 268: Sport and Entertainment= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=66.6667) Rule 953: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=66.6667) Rule 118: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=66.6667) Rule 841: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=64.2857) Rule 103: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=64.2857) Rule 73: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=62.5) Rule 138: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=62.5) Rule 535: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=23.2558, confidence=62.5) Rule 13: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=18.6047, confidence=61.5385) Rule 596: Accomodation, Eating and Drink= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=60) Rule 798: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=60) Rule 1042: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=60) Rule 982: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=60) Rule 914: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=60) Rule 18: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=60) Rule 970: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=60) Rule 906: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=23.2558, confidence=58.8235) Rule 873: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=58.3333) Rule 155: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=58.3333) Rule 1012: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=58.3333) Rule 565: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=18.6047, confidence=57.1429) Rule 794: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=18.6047, confidence=57.1429) Rule 995: Accomodation, Eating and Drink= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=55.5556) Rule 174: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=55.5556) Rule 134: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=55.5556) Rule 79: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=55.5556) Rule 590: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=23.2558, confidence=55.5556) Rule 769: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=54.5455) Rule 741: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=53.8462) Rule 63: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=53.8462) Rule 677: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=52.9412) Rule 845: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=52.9412) Rule 469: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [275000-1400000] (support=25.5814, confidence=52.381) Rule 264: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [275000-1400000] (support=27.907, confidence=52.1739) Rule 504: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=50) Rule 87: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=50) Rule 376: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=50) Rule 538: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=50) Rule 472: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=25.5814, confidence=47.8261) Rule 681: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=47.3684) Rule 1017: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=46.6667) Rule 522: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=46.1538) Rule 877: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=46.1538) Rule 266: Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=25.5814, confidence=45.8333) Rule 824: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=45.4545) Rule 957: Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=45.4545) Rule 1047: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=45.4545) Rule 379: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=45) Rule 420: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=20.9302, confidence=45) Rule 385: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=43.75) Rule 478: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=43.75) Rule 745: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=43.75) Rule 689: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=43.75) Rule 628: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=43.75) Rule 229: Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=23.2558, confidence=43.4783) Rule 568: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=42.8571) Rule 28: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=42.8571) Rule 922: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=42.8571) Rule 806: Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=42.8571) Rule 602: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=42.8571) Rule 561: Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=41.6667) Rule 773: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [275000-1400000] (support=11.6279, confidence=41.6667) Rule 764: Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=41.6667) Rule 1036: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=41.6667) Rule 868: Commercial Services= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=41.6667) Rule 270: Transport= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=41.1765) Rule 336: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=41.1765) Rule 372: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=16.2791, confidence=38.8889) Rule 289: Open Space= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=11.6279, confidence=38.4615) Rule 287: Open Space= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=38.4615) Rule 327: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=23.2558, confidence=38.4615) Rule 309: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [275000-1400000] (support=23.2558, confidence=38.4615) Rule 414: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=37.5) Rule 724: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=37.5) Rule 648: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=37.5) Rule 519: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=37.5) Rule 444: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=16.2791, confidence=36.8421) Rule 261: Public Infrastructure= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=18.6047, confidence=36.3636) Rule 245: Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=18.6047, confidence=36.3636) Rule 621: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=35.7143) Rule 820: Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=35.7143) Rule 948: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=35.7143) Rule 46: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=35.7143) Rule 201: Education and Health= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=23.2558, confidence=35.7143) Rule 189: Education and Health= NEAR ==> PRICE_RANGE= [275000-1400000] (support=23.2558, confidence=35.7143) Rule 301: Transport= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=35.2941) Rule 243: Manufacturing and Production= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=18.6047, confidence=34.7826) Rule 513: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=18.6047, confidence=34.7826) Rule 225: Commercial Services= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=30.2326, confidence=34.2105) Rule 223: Commercial Services= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=30.2326, confidence=34.2105) Rule 495: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=16.2791, confidence=33.3333) Rule 354: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [275000-1400000] (support=13.9535, confidence=33.3333) Rule 295: Retail= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=18.6047, confidence=33.3333) Rule 465: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=13.9535, confidence=31.5789) Rule 462: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=31.5789) Rule 716: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=31.5789) Rule 209: Commercial Services= NEAR ==> PRICE_RANGE= [275000-1400000] (support=27.907, confidence=31.5789) Rule 644: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=31.25) Rule 668: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=31.25) Rule 672: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=11.6279, confidence=31.25) Rule 760: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=11.6279, confidence=31.25) Rule 281: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=16.2791, confidence=30.4348) Rule 405: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=30) Rule 441: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=13.9535, confidence=30) Rule 351: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=11.6279, confidence=29.4118) Rule 348: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=29.4118) Rule 940: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=29.4118) Rule 704: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=29.4118) Rule 203: Education and Health= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=18.6047, confidence=28.5714) Rule 369: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=27.7778) Rule 615: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=27.7778) Rule 558: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=11.6279, confidence=27.7778) Rule 396: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=27.7778) Rule 259: Public Infrastructure= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=13.9535, confidence=27.2727) Rule 408: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=11.6279, confidence=25) Rule 438: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=25) Rule 330: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=13.9535, confidence=23.0769) Rule 241: Manufacturing and Production= NEAR ==> PRICE_RANGE= (1400000-4200000] (support=11.6279, confidence=21.7391) Rule 297: Retail= NEAR ==> PRICE_RANGE= (4200000-10000000] (support=11.6279, confidence=20.8333) ---------------------------------------------------------------- SORT CLASSIFICATION RULES ---------------------------------------------------------------- [Pos in List: 0]RuleId:599: [Sport and Entertainment=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 85.71428571428571, support: 13.953488372093023) (CRule = true Strong cRule= true) [Pos in List: 1]RuleId:918: [Sport and Entertainment=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 85.71428571428571, support: 13.953488372093023) (CRule = true Strong cRule= true) [Pos in List: 2]RuleId:991: [Accomodation, Eating and Drink=NEAR, Sport and Entertainment=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 83.33333333333334, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 3]RuleId:802: [Retail=NEAR, Education and Health=NEAR, Sport and Entertainment=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 83.33333333333334, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 4]RuleId:129: [Retail=NEAR, Sport and Entertainment=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 83.33333333333334, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 5]RuleId:23: [Retail=NEAR, Sport and Entertainment=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 83.33333333333334, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 6]RuleId:475: [Commercial Services=NEAR, Sport and Entertainment=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 75.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 7]RuleId:593: [Sport and Entertainment=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 71.42857142857143, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 8]RuleId:382: [Education and Health=NEAR, Sport and Entertainment=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 71.42857142857143, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 9]RuleId:910: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Sport and Entertainment=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 71.42857142857143, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 10]RuleId:685: [Education and Health=NEAR, Commercial Services=NEAR, Sport and Entertainment=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 71.42857142857143, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 11]RuleId:82: [Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 71.42857142857143, support: 11.627906976744185) (CRule = true Strong cRule= true) [Pos in List: 12]RuleId:167: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 71.42857142857143, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 13]RuleId:179: [Retail=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 71.42857142857143, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 14]RuleId:268: [Sport and Entertainment=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 66.66666666666666, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 15]RuleId:953: [Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 66.66666666666666, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 16]RuleId:118: [Accomodation, Eating and Drink=NEAR, Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 66.66666666666666, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 17]RuleId:841: [Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 64.28571428571429, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 18]RuleId:103: [Retail=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 64.28571428571429, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 19]RuleId:535: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 62.5, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 20]RuleId:138: [Retail=NEAR, Manufacturing and Production=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 62.5, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 21]RuleId:73: [Retail=NEAR, Public Infrastructure=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 62.5, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 22]RuleId:13: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 61.53846153846154, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 23]RuleId:970: [Retail=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 60.0, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 24]RuleId:596: [Accomodation, Eating and Drink=NEAR, Transport=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 60.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 25]RuleId:914: [Accomodation, Eating and Drink=NEAR, Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 60.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 26]RuleId:982: [Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 60.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 27]RuleId:798: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Transport=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 60.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 28]RuleId:18: [Education and Health=NEAR, Transport=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 60.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 29]RuleId:1042: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 60.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 30]RuleId:906: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 58.82352941176471, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 31]RuleId:873: [Commercial Services=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 58.333333333333336, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 32]RuleId:1012: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 58.333333333333336, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 33]RuleId:155: [Retail=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 58.333333333333336, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 34]RuleId:565: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 57.14285714285714, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 35]RuleId:794: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 57.14285714285714, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 36]RuleId:590: [Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 55.55555555555556, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 37]RuleId:995: [Accomodation, Eating and Drink=NEAR, Transport=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 55.55555555555556, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 38]RuleId:79: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 55.55555555555556, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 39]RuleId:134: [Retail=NEAR, Commercial Services=NEAR, Transport=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 55.55555555555556, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 40]RuleId:174: [Retail=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Transport=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 55.55555555555556, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 41]RuleId:769: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 54.54545454545454, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 42]RuleId:741: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 53.84615384615385, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 43]RuleId:63: [Retail=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 53.84615384615385, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 44]RuleId:845: [Commercial Services=NEAR, Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 52.94117647058824, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 45]RuleId:677: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 52.94117647058824, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 46]RuleId:469: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 52.38095238095239, support: 25.581395348837212) (CRule = false Strong cRule= false) [Pos in List: 47]RuleId:264: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 52.17391304347826, support: 27.906976744186046) (CRule = false Strong cRule= false) [Pos in List: 48]RuleId:538: [Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 50.0, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 49]RuleId:376: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 50.0, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 50]RuleId:504: [Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 50.0, support: 11.627906976744185) (CRule = true Strong cRule= false) [Pos in List: 51]RuleId:87: [Commercial Services=NEAR, Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 50.0, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 52]RuleId:472: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 47.82608695652174, support: 25.581395348837212) (CRule = false Strong cRule= false) [Pos in List: 53]RuleId:681: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 47.368421052631575, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 54]RuleId:1017: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 46.666666666666664, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 55]RuleId:522: [Public Infrastructure=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 46.15384615384615, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 56]RuleId:877: [Retail=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 46.15384615384615, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 57]RuleId:266: [Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 45.83333333333333, support: 25.581395348837212) (CRule = false Strong cRule= false) [Pos in List: 58]RuleId:957: [Manufacturing and Production=NEAR, Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 45.45454545454545, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 59]RuleId:824: [Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 45.45454545454545, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 60]RuleId:1047: [Public Infrastructure=NEAR, Retail=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 45.45454545454545, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 61]RuleId:420: [Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 45.0, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 62]RuleId:379: [Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 45.0, support: 20.930232558139537) (CRule = false Strong cRule= false) [Pos in List: 63]RuleId:478: [Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 43.75, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 64]RuleId:385: [Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 43.75, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 65]RuleId:628: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 43.75, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 66]RuleId:689: [Transport=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 43.75, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 67]RuleId:745: [Education and Health=NEAR, Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 43.75, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 68]RuleId:229: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 43.47826086956522, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 69]RuleId:602: [Retail=NEAR, Transport=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 42.857142857142854, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 70]RuleId:568: [Retail=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 42.857142857142854, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 71]RuleId:806: [Transport=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 42.857142857142854, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 72]RuleId:922: [Transport=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 42.857142857142854, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 73]RuleId:28: [Retail=NEAR, Commercial Services=NEAR, Education and Health=NEAR, Transport=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 42.857142857142854, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 74]RuleId:561: [Transport=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 41.66666666666667, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 75]RuleId:868: [Commercial Services=NEAR, Transport=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 41.66666666666667, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 76]RuleId:764: [Manufacturing and Production=NEAR, Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 41.66666666666667, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 77]RuleId:773: [Public Infrastructure=NEAR, Retail=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 41.66666666666667, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 78]RuleId:1036: [Transport=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 41.66666666666667, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 79]RuleId:270: [Transport=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 41.17647058823529, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 80]RuleId:336: [Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 41.17647058823529, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 81]RuleId:372: [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 38.88888888888889, support: 16.27906976744186) (CRule = true Strong cRule= false) [Pos in List: 82]RuleId:309: [Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 38.46153846153847, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 83]RuleId:327: [Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 38.46153846153847, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 84]RuleId:287: [Open Space=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 38.46153846153847, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 85]RuleId:289: [Open Space=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 38.46153846153847, support: 11.627906976744185) (CRule = true Strong cRule= false) [Pos in List: 86]RuleId:519: [Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 37.5, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 87]RuleId:414: [Transport=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 37.5, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 88]RuleId:648: [Public Infrastructure=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 37.5, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 89]RuleId:724: [Transport=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 37.5, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 90]RuleId:444: [Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 36.84210526315789, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 91]RuleId:245: [Public Infrastructure=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 36.36363636363637, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 92]RuleId:261: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 36.36363636363637, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 93]RuleId:189: [Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 35.714285714285715, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 94]RuleId:201: [Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 35.714285714285715, support: 23.25581395348837) (CRule = false Strong cRule= false) [Pos in List: 95]RuleId:621: [Retail=NEAR, Transport=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 35.714285714285715, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 96]RuleId:948: [Transport=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 35.714285714285715, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 97]RuleId:820: [Transport=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 35.714285714285715, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 98]RuleId:46: [Retail=NEAR, Commercial Services=NEAR, Education and Health=NEAR, Transport=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 35.714285714285715, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 99]RuleId:301: [Transport=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 35.294117647058826, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 100]RuleId:243: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 34.78260869565217, support: 18.6046511627907) (CRule = true Strong cRule= false) [Pos in List: 101]RuleId:513: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 34.78260869565217, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 102]RuleId:223: [Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 34.21052631578947, support: 30.23255813953488) (CRule = false Strong cRule= false) [Pos in List: 103]RuleId:225: [Commercial Services=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 34.21052631578947, support: 30.23255813953488) (CRule = true Strong cRule= false) [Pos in List: 104]RuleId:295: [Retail=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 33.33333333333333, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 105]RuleId:495: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 33.33333333333333, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 106]RuleId:354: [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 33.33333333333333, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 107]RuleId:209: [Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]]( confidence: 31.57894736842105, support: 27.906976744186046) (CRule = false Strong cRule= false) [Pos in List: 108]RuleId:462: [Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 31.57894736842105, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 109]RuleId:465: [Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 31.57894736842105, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 110]RuleId:716: [Education and Health=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 31.57894736842105, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 111]RuleId:760: [Education and Health=NEAR, Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 31.25, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 112]RuleId:672: [Public Infrastructure=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 31.25, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 113]RuleId:668: [Public Infrastructure=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 31.25, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 114]RuleId:644: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 31.25, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 115]RuleId:281: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 30.434782608695656, support: 16.27906976744186) (CRule = false Strong cRule= false) [Pos in List: 116]RuleId:441: [Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 30.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 117]RuleId:405: [Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 30.0, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 118]RuleId:348: [Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 29.411764705882355, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 119]RuleId:351: [Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 29.411764705882355, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 120]RuleId:704: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 29.411764705882355, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 121]RuleId:940: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 29.411764705882355, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 122]RuleId:203: [Education and Health=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 28.57142857142857, support: 18.6046511627907) (CRule = false Strong cRule= false) [Pos in List: 123]RuleId:396: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 27.77777777777778, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 124]RuleId:558: [Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 27.77777777777778, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 125]RuleId:615: [Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 27.77777777777778, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 126]RuleId:369: [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 27.77777777777778, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 127]RuleId:259: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 27.27272727272727, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 128]RuleId:438: [Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 25.0, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 129]RuleId:408: [Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 25.0, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 130]RuleId:330: [Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 23.076923076923077, support: 13.953488372093023) (CRule = false Strong cRule= false) [Pos in List: 131]RuleId:241: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1400000-4200000]]( confidence: 21.73913043478261, support: 11.627906976744185) (CRule = false Strong cRule= false) [Pos in List: 132]RuleId:297: [Retail=NEAR] -> [PRICE_RANGE=(4200000-10000000]]( confidence: 20.833333333333336, support: 11.627906976744185) (CRule = false Strong cRule= false) -------------------------------------------------------------------------- PRINT CLASSIFIER -------------------------------------------------------------------------- [Sport and Entertainment=NEAR, Retail=NEAR] -> [PRICE_RANGE=[275000-1400000]] [Confidence: 85.71428571428571% Support: 13.953488372093023%] [Sport and Entertainment=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[275000-1400000]] [Confidence: 85.71428571428571% Support: 13.953488372093023%] [Public Infrastructure=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[275000-1400000]] [Confidence: 71.42857142857143% Support: 11.627906976744185%] [Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1400000-4200000]] [Confidence: 50.0% Support: 11.627906976744185%] [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(4200000-10000000]] [Confidence: 38.88888888888889% Support: 16.27906976744186%] Default Class -> [[275000-1400000]] [Confidence: 0.0% Support: 0.0%] -------------------------------------------------------------------------- CLASSIFY -------------------------------------------------------------------------- Transaction id = 62499 Class label = [275000-1400000] Transaction id = 32738 Class label = [275000-1400000] Transaction id = 51322 Class label = [275000-1400000] Transaction id = 34371 Class label = [275000-1400000] Transaction id = 50760 Class label = [275000-1400000] Transaction id = 60211 Class label = [275000-1400000] Transaction id = 64589 Class label = [275000-1400000] -------------------------------------------------------------------------- DISPLAY ACCURACY -------------------------------------------------------------------------- correctClassCounter = 7 unclassifiedCounter = 0 wrongClassCounter = 7 Num case = 14 accuracy = 50.0 Accuracy = 50.0 BUILD SUCCESSFUL (total time: 1 minute 10 seconds)