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 734: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.4167, confidence=44.6429) Rule 363: Manufacturing and Production= NEAR Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.8333, confidence=44.0678) Rule 786: Commercial Services= NEAR Manufacturing and Production= NEAR Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.4167, confidence=43.8596) Rule 1147: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10, confidence=43.6364) Rule 522: Accomodation, Eating and Drink= NEAR Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=15, confidence=42.3529) Rule 974: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=14.1667, confidence=40.9639) Rule 870: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=10.8333, confidence=40.625) Rule 51: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=10.8333, confidence=40.625) Rule 1022: Accomodation, Eating and Drink= NEAR Open Space= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.8333, confidence=40) Rule 106: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Open Space= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.8333, confidence=40) Rule 247: Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=17.5, confidence=39.6226) Rule 435: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=12.9167, confidence=39.2405) Rule 822: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=12.5, confidence=38.4615) Rule 26: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=12.5, confidence=38.4615) Rule 898: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=12.5, confidence=38.4615) Rule 564: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=15.8333, confidence=38.3838) Rule 450: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=12.9167, confidence=38.2716) Rule 918: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=12.9167, confidence=38.2716) Rule 1054: Commercial Services= NEAR Open Space= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=11.25, confidence=38.0282) Rule 354: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=13.75, confidence=37.931) Rule 612: Open Space= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=11.6667, confidence=37.8378) Rule 882: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=11.25, confidence=37.5) Rule 66: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=11.25, confidence=37.5) Rule 606: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=18.3333, confidence=37.2881) Rule 1046: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=18.3333, confidence=37.2881) Rule 774: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=13.3333, confidence=37.2093) Rule 1014: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=15, confidence=36.7347) Rule 96: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=15, confidence=36.7347) Rule 263: Transport= NEAR ==> PRICE_RANGE= [84000-783000] (support=12.0833, confidence=36.7089) Rule 588: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [84000-783000] (support=11.6667, confidence=36.3636) Rule 615: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [84000-783000] (support=10, confidence=36.3636) Rule 1058: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [84000-783000] (support=10, confidence=36.3636) Rule 510: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [84000-783000] (support=17.0833, confidence=36.2832) Rule 958: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [84000-783000] (support=17.0833, confidence=36.2832) Rule 1182: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=10.8333, confidence=36.1111) Rule 135: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=10.8333, confidence=36.1111) Rule 375: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=17.0833, confidence=35.9649) Rule 1010: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=14.5833, confidence=35.7143) Rule 91: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=14.5833, confidence=35.7143) Rule 241: Education and Health= NEAR ==> PRICE_RANGE= (783000-1500000] (support=21.6667, confidence=35.6164) Rule 239: Education and Health= NEAR ==> PRICE_RANGE= [84000-783000] (support=21.6667, confidence=35.6164) Rule 603: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=17.5, confidence=35.5932) Rule 1042: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=17.5, confidence=35.5932) Rule 722: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=11.6667, confidence=35.443) Rule 1132: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=11.6667, confidence=35.443) Rule 555: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (783000-1500000] (support=21.25, confidence=35.4167) Rule 552: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [84000-783000] (support=21.25, confidence=35.4167) Rule 420: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=16.6667, confidence=35.3982) Rule 962: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (783000-1500000] (support=16.6667, confidence=35.3982) Rule 513: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (783000-1500000] (support=16.6667, confidence=35.3982) Rule 802: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=16.6667, confidence=35.3982) Rule 579: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=25, confidence=35.2941) Rule 251: Open Space= NEAR ==> PRICE_RANGE= (783000-1500000] (support=15.4167, confidence=34.9057) Rule 850: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=13.3333, confidence=34.7826) Rule 185: Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=17.0833, confidence=34.7458) Rule 257: Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=25, confidence=34.6821) Rule 229: Commercial Services= NEAR ==> PRICE_RANGE= (783000-1500000] (support=32.5, confidence=34.6667) Rule 213: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (783000-1500000] (support=25.4167, confidence=34.6591) Rule 209: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=25.4167, confidence=34.6591) Rule 309: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=16.25, confidence=34.5133) Rule 489: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=24.5833, confidence=34.5029) Rule 336: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=17.9167, confidence=34.4) Rule 167: Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=18.75, confidence=34.3511) Rule 570: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (783000-1500000] (support=14.1667, confidence=34.3434) Rule 750: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=14.5833, confidence=34.3137) Rule 1167: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=14.5833, confidence=34.3137) Rule 399: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [84000-783000] (support=13.3333, confidence=34.0426) Rule 396: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=13.3333, confidence=34.0426) Rule 698: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=15.8333, confidence=33.9286) Rule 690: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=15.8333, confidence=33.9286) Rule 495: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (783000-1500000] (support=24.1667, confidence=33.9181) Rule 183: Public Infrastructure= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=16.6667, confidence=33.8983) Rule 534: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=20, confidence=33.8028) Rule 990: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=20, confidence=33.8028) Rule 585: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.8333, confidence=33.7662) Rule 978: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (783000-1500000] (support=11.6667, confidence=33.7349) Rule 315: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (783000-1500000] (support=15.8333, confidence=33.6283) Rule 163: Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=18.3333, confidence=33.5878) Rule 259: Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=24.1667, confidence=33.526) Rule 742: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=14.1667, confidence=33.3333) Rule 1157: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=14.1667, confidence=33.3333) Rule 225: Commercial Services= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=31.25, confidence=33.3333) Rule 902: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (783000-1500000] (support=10.8333, confidence=33.3333) Rule 537: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=19.5833, confidence=33.0986) Rule 531: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=19.5833, confidence=33.0986) Rule 986: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=19.5833, confidence=33.0986) Rule 994: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=19.5833, confidence=33.0986) Rule 525: Accomodation, Eating and Drink= NEAR Open Space= NEAR ==> PRICE_RANGE= (783000-1500000] (support=11.6667, confidence=32.9412) Rule 582: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=23.3333, confidence=32.9412) Rule 261: Transport= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.8333, confidence=32.9114) Rule 1127: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=10.8333, confidence=32.9114) Rule 718: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=10.8333, confidence=32.9114) Rule 438: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (783000-1500000] (support=10.8333, confidence=32.9114) Rule 333: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=17.0833, confidence=32.8) Rule 330: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=17.0833, confidence=32.8) Rule 417: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=15.4167, confidence=32.7434) Rule 794: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=15.4167, confidence=32.7434) Rule 854: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (783000-1500000] (support=12.5, confidence=32.6087) Rule 846: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=12.5, confidence=32.6087) Rule 770: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=11.6667, confidence=32.5581) Rule 369: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=15.4167, confidence=32.4561) Rule 746: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=13.75, confidence=32.3529) Rule 1162: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=13.75, confidence=32.3529) Rule 351: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=11.6667, confidence=32.1839) Rule 694: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=15, confidence=32.1429) Rule 165: Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=17.5, confidence=32.0611) Rule 227: Commercial Services= NEAR ==> PRICE_RANGE= [84000-783000] (support=30, confidence=32) Rule 402: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (783000-1500000] (support=12.5, confidence=31.9149) Rule 312: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [84000-783000] (support=15, confidence=31.8584) Rule 798: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=15, confidence=31.8584) Rule 423: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (783000-1500000] (support=15, confidence=31.8584) Rule 255: Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=22.9167, confidence=31.7919) Rule 576: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=22.5, confidence=31.7647) Rule 714: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.4167, confidence=31.6456) Rule 1122: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.4167, confidence=31.6456) Rule 492: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [84000-783000] (support=22.5, confidence=31.5789) Rule 372: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=15, confidence=31.5789) Rule 187: Public Infrastructure= NEAR ==> PRICE_RANGE= (783000-1500000] (support=15.4167, confidence=31.3559) Rule 453: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=10.4167, confidence=30.8642) Rule 447: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.4167, confidence=30.8642) Rule 914: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.4167, confidence=30.8642) Rule 922: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (783000-1500000] (support=10.4167, confidence=30.8642) Rule 814: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10, confidence=30.7692) Rule 21: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=10, confidence=30.7692) Rule 16: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10, confidence=30.7692) Rule 818: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [84000-783000] (support=10, confidence=30.7692) Rule 211: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [84000-783000] (support=22.5, confidence=30.6818) Rule 265: Transport= NEAR ==> PRICE_RANGE= (783000-1500000] (support=10, confidence=30.3797) Rule 766: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.8333, confidence=30.2326) Rule 348: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=10.8333, confidence=29.8851) Rule 549: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=17.5, confidence=29.1667) Rule 237: Education and Health= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=17.5, confidence=28.7671) Rule 507: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=13.3333, confidence=28.3186) Rule 954: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=13.3333, confidence=28.3186) Rule 1006: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=11.25, confidence=27.551) Rule 86: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=11.25, confidence=27.551) Rule 567: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= [84000-783000] (support=11.25, confidence=27.2727) Rule 600: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=13.3333, confidence=27.1186) Rule 1038: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1500000-5650000] (support=13.3333, confidence=27.1186) Rule 249: Open Space= NEAR ==> PRICE_RANGE= [84000-783000] (support=11.25, confidence=25.4717) ---------------------------------------------------------------- SORT CLASSIFICATION RULES ---------------------------------------------------------------- [Pos in List: 0]RuleId:734: [Open Space=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 44.642857142857146, support: 10.416666666666668) (CRule = true Strong cRule= true) [Pos in List: 1]RuleId:363: [Manufacturing and Production=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 44.06779661016949, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 2]RuleId:786: [Manufacturing and Production=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 43.859649122807014, support: 10.416666666666668) (CRule = true Strong cRule= true) [Pos in List: 3]RuleId:1147: [Commercial Services=NEAR, Accomodation, Eating and Drink=NEAR, Open Space=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 43.63636363636363, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 4]RuleId:522: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 42.35294117647059, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 5]RuleId:974: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 40.963855421686745, support: 14.166666666666666) (CRule = false Strong cRule= false) [Pos in List: 6]RuleId:870: [Education and Health=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 40.625, support: 10.833333333333334) (CRule = true Strong cRule= true) [Pos in List: 7]RuleId:51: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 40.625, support: 10.833333333333334) (CRule = true Strong cRule= false) [Pos in List: 8]RuleId:1022: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 40.0, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 9]RuleId:106: [Retail=NEAR, Commercial Services=NEAR, Open Space=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 40.0, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 10]RuleId:247: [Open Space=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 39.62264150943396, support: 17.5) (CRule = false Strong cRule= false) [Pos in List: 11]RuleId:435: [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 39.24050632911392, support: 12.916666666666668) (CRule = false Strong cRule= false) [Pos in List: 12]RuleId:898: [Public Infrastructure=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 38.46153846153847, support: 12.5) (CRule = false Strong cRule= false) [Pos in List: 13]RuleId:822: [Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 38.46153846153847, support: 12.5) (CRule = true Strong cRule= false) [Pos in List: 14]RuleId:26: [Commercial Services=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 38.46153846153847, support: 12.5) (CRule = true Strong cRule= false) [Pos in List: 15]RuleId:564: [Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 38.38383838383838, support: 15.833333333333332) (CRule = false Strong cRule= false) [Pos in List: 16]RuleId:450: [Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 38.2716049382716, support: 12.916666666666668) (CRule = false Strong cRule= false) [Pos in List: 17]RuleId:918: [Public Infrastructure=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 38.2716049382716, support: 12.916666666666668) (CRule = false Strong cRule= false) [Pos in List: 18]RuleId:1054: [Retail=NEAR, Commercial Services=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 38.028169014084504, support: 11.25) (CRule = false Strong cRule= false) [Pos in List: 19]RuleId:354: [Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 37.93103448275862, support: 13.750000000000002) (CRule = false Strong cRule= false) [Pos in List: 20]RuleId:612: [Retail=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 37.83783783783784, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 21]RuleId:882: [Retail=NEAR, Accomodation, Eating and Drink=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 37.5, support: 11.25) (CRule = false Strong cRule= false) [Pos in List: 22]RuleId:66: [Commercial Services=NEAR, Retail=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 37.5, support: 11.25) (CRule = false Strong cRule= false) [Pos in List: 23]RuleId:606: [Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 37.28813559322034, support: 18.333333333333332) (CRule = false Strong cRule= false) [Pos in List: 24]RuleId:1046: [Education and Health=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 37.28813559322034, support: 18.333333333333332) (CRule = false Strong cRule= false) [Pos in List: 25]RuleId:774: [Manufacturing and Production=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 37.2093023255814, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 26]RuleId:1014: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 36.734693877551024, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 27]RuleId:96: [Commercial Services=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 36.734693877551024, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 28]RuleId:263: [Transport=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 36.708860759493675, support: 12.083333333333334) (CRule = true Strong cRule= false) [Pos in List: 29]RuleId:588: [Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 36.36363636363637, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 30]RuleId:615: [Retail=NEAR, Transport=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 36.36363636363637, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 31]RuleId:1058: [Transport=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 36.36363636363637, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 32]RuleId:510: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 36.283185840707965, support: 17.083333333333332) (CRule = false Strong cRule= false) [Pos in List: 33]RuleId:958: [Commercial Services=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 36.283185840707965, support: 17.083333333333332) (CRule = false Strong cRule= false) [Pos in List: 34]RuleId:1182: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 36.11111111111111, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 35]RuleId:135: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR, Commercial Services=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 36.11111111111111, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 36]RuleId:375: [Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.96491228070175, support: 17.083333333333332) (CRule = false Strong cRule= false) [Pos in List: 37]RuleId:1010: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.714285714285715, support: 14.583333333333334) (CRule = false Strong cRule= false) [Pos in List: 38]RuleId:91: [Commercial Services=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.714285714285715, support: 14.583333333333334) (CRule = false Strong cRule= false) [Pos in List: 39]RuleId:239: [Education and Health=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.61643835616438, support: 21.666666666666668) (CRule = false Strong cRule= false) [Pos in List: 40]RuleId:241: [Education and Health=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.61643835616438, support: 21.666666666666668) (CRule = false Strong cRule= false) [Pos in List: 41]RuleId:603: [Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.59322033898305, support: 17.5) (CRule = false Strong cRule= false) [Pos in List: 42]RuleId:1042: [Education and Health=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.59322033898305, support: 17.5) (CRule = false Strong cRule= false) [Pos in List: 43]RuleId:722: [Manufacturing and Production=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.44303797468354, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 44]RuleId:1132: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.44303797468354, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 45]RuleId:552: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.41666666666667, support: 21.25) (CRule = false Strong cRule= false) [Pos in List: 46]RuleId:555: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.41666666666667, support: 21.25) (CRule = false Strong cRule= false) [Pos in List: 47]RuleId:513: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.39823008849557, support: 16.666666666666664) (CRule = false Strong cRule= false) [Pos in List: 48]RuleId:420: [Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.39823008849557, support: 16.666666666666664) (CRule = false Strong cRule= false) [Pos in List: 49]RuleId:802: [Retail=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.39823008849557, support: 16.666666666666664) (CRule = false Strong cRule= false) [Pos in List: 50]RuleId:962: [Commercial Services=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 35.39823008849557, support: 16.666666666666664) (CRule = false Strong cRule= false) [Pos in List: 51]RuleId:579: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 35.294117647058826, support: 25.0) (CRule = false Strong cRule= false) [Pos in List: 52]RuleId:251: [Open Space=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.90566037735849, support: 15.416666666666668) (CRule = true Strong cRule= false) [Pos in List: 53]RuleId:850: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 34.78260869565217, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 54]RuleId:185: [Public Infrastructure=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 34.74576271186441, support: 17.083333333333332) (CRule = false Strong cRule= false) [Pos in List: 55]RuleId:257: [Retail=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 34.68208092485549, support: 25.0) (CRule = false Strong cRule= false) [Pos in List: 56]RuleId:229: [Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.66666666666667, support: 32.5) (CRule = false Strong cRule= false) [Pos in List: 57]RuleId:209: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 34.659090909090914, support: 25.416666666666664) (CRule = false Strong cRule= false) [Pos in List: 58]RuleId:213: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.659090909090914, support: 25.416666666666664) (CRule = false Strong cRule= false) [Pos in List: 59]RuleId:309: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 34.51327433628318, support: 16.25) (CRule = false Strong cRule= false) [Pos in List: 60]RuleId:489: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 34.50292397660819, support: 24.583333333333332) (CRule = false Strong cRule= false) [Pos in List: 61]RuleId:336: [Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.4, support: 17.916666666666668) (CRule = false Strong cRule= false) [Pos in List: 62]RuleId:167: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.35114503816794, support: 18.75) (CRule = false Strong cRule= false) [Pos in List: 63]RuleId:570: [Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.34343434343434, support: 14.166666666666666) (CRule = false Strong cRule= false) [Pos in List: 64]RuleId:750: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.31372549019608, support: 14.583333333333334) (CRule = false Strong cRule= false) [Pos in List: 65]RuleId:1167: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 34.31372549019608, support: 14.583333333333334) (CRule = false Strong cRule= false) [Pos in List: 66]RuleId:396: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 34.04255319148936, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 67]RuleId:399: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 34.04255319148936, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 68]RuleId:690: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.92857142857143, support: 15.833333333333332) (CRule = false Strong cRule= false) [Pos in List: 69]RuleId:698: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.92857142857143, support: 15.833333333333332) (CRule = false Strong cRule= false) [Pos in List: 70]RuleId:495: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.91812865497076, support: 24.166666666666668) (CRule = false Strong cRule= false) [Pos in List: 71]RuleId:183: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.89830508474576, support: 16.666666666666664) (CRule = false Strong cRule= false) [Pos in List: 72]RuleId:534: [Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 33.80281690140845, support: 20.0) (CRule = false Strong cRule= false) [Pos in List: 73]RuleId:990: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 33.80281690140845, support: 20.0) (CRule = false Strong cRule= false) [Pos in List: 74]RuleId:585: [Transport=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.76623376623377, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 75]RuleId:978: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.734939759036145, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 76]RuleId:315: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.6283185840708, support: 15.833333333333332) (CRule = false Strong cRule= false) [Pos in List: 77]RuleId:163: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.587786259541986, support: 18.333333333333332) (CRule = false Strong cRule= false) [Pos in List: 78]RuleId:259: [Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.52601156069364, support: 24.166666666666668) (CRule = false Strong cRule= false) [Pos in List: 79]RuleId:225: [Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.33333333333333, support: 31.25) (CRule = false Strong cRule= false) [Pos in List: 80]RuleId:742: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.33333333333333, support: 14.166666666666666) (CRule = false Strong cRule= false) [Pos in List: 81]RuleId:1157: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.33333333333333, support: 14.166666666666666) (CRule = false Strong cRule= false) [Pos in List: 82]RuleId:902: [Public Infrastructure=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.33333333333333, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 83]RuleId:531: [Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.098591549295776, support: 19.583333333333332) (CRule = false Strong cRule= false) [Pos in List: 84]RuleId:537: [Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.098591549295776, support: 19.583333333333332) (CRule = false Strong cRule= false) [Pos in List: 85]RuleId:994: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 33.098591549295776, support: 19.583333333333332) (CRule = false Strong cRule= false) [Pos in List: 86]RuleId:986: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 33.098591549295776, support: 19.583333333333332) (CRule = false Strong cRule= false) [Pos in List: 87]RuleId:582: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 32.94117647058823, support: 23.333333333333332) (CRule = false Strong cRule= false) [Pos in List: 88]RuleId:525: [Accomodation, Eating and Drink=NEAR, Open Space=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 32.94117647058823, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 89]RuleId:261: [Transport=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 32.91139240506329, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 90]RuleId:438: [Public Infrastructure=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 32.91139240506329, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 91]RuleId:718: [Manufacturing and Production=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.91139240506329, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 92]RuleId:1127: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.91139240506329, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 93]RuleId:330: [Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 32.800000000000004, support: 17.083333333333332) (CRule = false Strong cRule= false) [Pos in List: 94]RuleId:333: [Commercial Services=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.800000000000004, support: 17.083333333333332) (CRule = false Strong cRule= false) [Pos in List: 95]RuleId:417: [Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 32.743362831858406, support: 15.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 96]RuleId:794: [Retail=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 32.743362831858406, support: 15.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 97]RuleId:846: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 32.608695652173914, support: 12.5) (CRule = false Strong cRule= false) [Pos in List: 98]RuleId:854: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 32.608695652173914, support: 12.5) (CRule = false Strong cRule= false) [Pos in List: 99]RuleId:770: [Manufacturing and Production=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.55813953488372, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 100]RuleId:369: [Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 32.45614035087719, support: 15.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 101]RuleId:746: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Retail=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.35294117647059, support: 13.750000000000002) (CRule = false Strong cRule= false) [Pos in List: 102]RuleId:1162: [Manufacturing and Production=NEAR, Commercial Services=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.35294117647059, support: 13.750000000000002) (CRule = false Strong cRule= false) [Pos in List: 103]RuleId:351: [Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.18390804597701, support: 11.666666666666666) (CRule = false Strong cRule= false) [Pos in List: 104]RuleId:694: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.142857142857146, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 105]RuleId:165: [Manufacturing and Production=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.06106870229007, support: 17.5) (CRule = false Strong cRule= false) [Pos in List: 106]RuleId:227: [Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 32.0, support: 30.0) (CRule = false Strong cRule= false) [Pos in List: 107]RuleId:402: [Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 31.914893617021278, support: 12.5) (CRule = false Strong cRule= false) [Pos in List: 108]RuleId:423: [Commercial Services=NEAR, Public Infrastructure=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 31.858407079646017, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 109]RuleId:312: [Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 31.858407079646017, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 110]RuleId:798: [Retail=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 31.858407079646017, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 111]RuleId:255: [Retail=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 31.79190751445087, support: 22.916666666666664) (CRule = false Strong cRule= false) [Pos in List: 112]RuleId:576: [Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 31.76470588235294, support: 22.5) (CRule = false Strong cRule= false) [Pos in List: 113]RuleId:714: [Manufacturing and Production=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 31.645569620253166, support: 10.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 114]RuleId:1122: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR, Manufacturing and Production=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 31.645569620253166, support: 10.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 115]RuleId:492: [Accomodation, Eating and Drink=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 31.57894736842105, support: 22.5) (CRule = false Strong cRule= false) [Pos in List: 116]RuleId:372: [Retail=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 31.57894736842105, support: 15.0) (CRule = false Strong cRule= false) [Pos in List: 117]RuleId:187: [Public Infrastructure=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 31.35593220338983, support: 15.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 118]RuleId:447: [Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 30.864197530864196, support: 10.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 119]RuleId:453: [Public Infrastructure=NEAR, Retail=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 30.864197530864196, support: 10.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 120]RuleId:914: [Public Infrastructure=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 30.864197530864196, support: 10.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 121]RuleId:922: [Public Infrastructure=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 30.864197530864196, support: 10.416666666666668) (CRule = false Strong cRule= false) [Pos in List: 122]RuleId:814: [Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 30.76923076923077, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 123]RuleId:818: [Retail=NEAR, Manufacturing and Production=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 30.76923076923077, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 124]RuleId:16: [Commercial Services=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 30.76923076923077, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 125]RuleId:21: [Commercial Services=NEAR, Education and Health=NEAR, Manufacturing and Production=NEAR, Retail=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 30.76923076923077, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 126]RuleId:211: [Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 30.681818181818183, support: 22.5) (CRule = false Strong cRule= false) [Pos in List: 127]RuleId:265: [Transport=NEAR] -> [PRICE_RANGE=(783000-1500000]]( confidence: 30.37974683544304, support: 10.0) (CRule = false Strong cRule= false) [Pos in List: 128]RuleId:766: [Manufacturing and Production=NEAR, Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 30.23255813953488, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 129]RuleId:348: [Education and Health=NEAR, Manufacturing and Production=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 29.88505747126437, support: 10.833333333333334) (CRule = false Strong cRule= false) [Pos in List: 130]RuleId:549: [Education and Health=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 29.166666666666668, support: 17.5) (CRule = false Strong cRule= false) [Pos in List: 131]RuleId:237: [Education and Health=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 28.767123287671232, support: 17.5) (CRule = false Strong cRule= false) [Pos in List: 132]RuleId:507: [Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 28.31858407079646, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 133]RuleId:954: [Commercial Services=NEAR, Education and Health=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 28.31858407079646, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 134]RuleId:1006: [Accomodation, Eating and Drink=NEAR, Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 27.55102040816326, support: 11.25) (CRule = false Strong cRule= false) [Pos in List: 135]RuleId:86: [Commercial Services=NEAR, Retail=NEAR, Accomodation, Eating and Drink=NEAR, Education and Health=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 27.55102040816326, support: 11.25) (CRule = false Strong cRule= false) [Pos in List: 136]RuleId:567: [Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 27.27272727272727, support: 11.25) (CRule = false Strong cRule= false) [Pos in List: 137]RuleId:600: [Education and Health=NEAR, Retail=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 27.11864406779661, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 138]RuleId:1038: [Education and Health=NEAR, Retail=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]]( confidence: 27.11864406779661, support: 13.333333333333334) (CRule = false Strong cRule= false) [Pos in List: 139]RuleId:249: [Open Space=NEAR] -> [PRICE_RANGE=[84000-783000]]( confidence: 25.471698113207548, support: 11.25) (CRule = false Strong cRule= false) -------------------------------------------------------------------------- PRINT CLASSIFIER -------------------------------------------------------------------------- [Open Space=NEAR, Manufacturing and Production=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=(1500000-5650000]] [Confidence: 44.642857142857146% Support: 10.416666666666668%] [Manufacturing and Production=NEAR, Open Space=NEAR, Commercial Services=NEAR] -> [PRICE_RANGE=(1500000-5650000]] [Confidence: 43.859649122807014% Support: 10.416666666666668%] [Education and Health=NEAR, Public Infrastructure=NEAR, Accomodation, Eating and Drink=NEAR] -> [PRICE_RANGE=[84000-783000]] [Confidence: 40.625% Support: 10.833333333333334%] Default Class -> [(1500000-5650000]] [Confidence: 0.0% Support: 0.0%] -------------------------------------------------------------------------- CLASSIFY -------------------------------------------------------------------------- Transaction id = 74717 Class label = (1500000-5650000] Transaction id = 80089 Class label = (1500000-5650000] Transaction id = 80274 Class label = (1500000-5650000] Transaction id = 32268 Class label = (1500000-5650000] Transaction id = 32481 Class label = (1500000-5650000] Transaction id = 62964 Class label = (1500000-5650000] Transaction id = 37675 Class label = (1500000-5650000] Transaction id = 47517 Class label = (1500000-5650000] Transaction id = 70981 Class label = (1500000-5650000] Transaction id = 37673 Class label = (1500000-5650000] Transaction id = 42790 Class label = (1500000-5650000] Transaction id = 43508 Class label = (1500000-5650000] Transaction id = 58495 Class label = (1500000-5650000] Transaction id = 68019 Class label = (1500000-5650000] Transaction id = 70102 Class label = (1500000-5650000] Transaction id = 59821 Class label = (1500000-5650000] Transaction id = 61605 Class label = (1500000-5650000] Transaction id = 73331 Class label = (1500000-5650000] Transaction id = 33148 Class label = (1500000-5650000] Transaction id = 52794 Class label = (1500000-5650000] Transaction id = 57934 Class label = (1500000-5650000] Transaction id = 66910 Class label = (1500000-5650000] Transaction id = 67467 Class label = (1500000-5650000] -------------------------------------------------------------------------- DISPLAY ACCURACY -------------------------------------------------------------------------- correctClassCounter = 23 unclassifiedCounter = 0 wrongClassCounter = 59 Num case = 82 accuracy = 28.048780487804876 Accuracy = 28.048780487804876 BUILD SUCCESSFUL (total time: 1 minute 40 seconds)