init: deps-jar: compile-single: run-single: --------------------------------------------------- DATA TRANSFORMATION --------------------------------------------------- Create binned data view... Create testarea view... Create testdata table... Prepare_Build_Data is started, please wait. Prepare_Build_Data is successful. Create build data view... Execute column format transformation... --------------------------------------------------- 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 574: Commercial Services= NEAR Open Space= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=71.4286) Rule 694: Education and Health= NEAR Open Space= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=66.6667) Rule 823: Commercial Services= NEAR Education and Health= NEAR Open Space= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=66.6667) Rule 364: Open Space= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=62.5) Rule 968: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=62.5) Rule 814: Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=62.5) Rule 401: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=57.1429) Rule 570: Commercial Services= NEAR Open Space= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=57.1429) Rule 1003: Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=57.1429) Rule 1044: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=57.1429) Rule 623: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=57.1429) Rule 758: Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=55.5556) Rule 903: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=55.5556) Rule 1026: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=55.5556) Rule 988: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=55.5556) Rule 245: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=54.5455) Rule 123: Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=25, confidence=50) Rule 442: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=50) Rule 678: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=50) Rule 166: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=50) Rule 742: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=50) Rule 883: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=50) Rule 431: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=50) Rule 766: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=50) Rule 663: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=50) Rule 913: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=50) Rule 948: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=50) Rule 798: Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=50) Rule 361: Open Space= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=50) Rule 774: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=50) Rule 998: Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=50) Rule 1038: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=50) Rule 933: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=50) Rule 786: Manufacturing and Production= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=50) Rule 265: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=22.5, confidence=47.3684) Rule 352: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=46.6667) Rule 108: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=46.1538) Rule 634: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=46.1538) Rule 409: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=46.1538) Rule 418: Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=45.4545) Rule 646: Commercial Services= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=45.4545) Rule 654: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=45.4545) Rule 658: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=45.4545) Rule 427: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=45.4545) Rule 424: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=45.4545) Rule 280: Education and Health= NEAR Open Space= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=44.4444) Rule 466: Commercial Services= NEAR Education and Health= NEAR Open Space= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=44.4444) Rule 958: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=44.4444) Rule 963: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=44.4444) Rule 868: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=44.4444) Rule 810: Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=44.4444) Rule 806: Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=44.4444) Rule 730: Education and Health= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=44.4444) Rule 688: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=44.4444) Rule 349: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=44.4444) Rule 51: Open Space= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=42.8571) Rule 385: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=42.8571) Rule 558: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=15, confidence=42.8571) Rule 562: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=42.8571) Rule 340: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=41.6667) Rule 853: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=41.6667) Rule 718: Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=41.6667) Rule 546: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=41.6667) Rule 83: Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=22.5, confidence=40.9091) Rule 154: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (935000-3360001] (support=20, confidence=40) Rule 310: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=40) Rule 506: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=40) Rule 355: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=40) Rule 121: Attractions= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=40) Rule 450: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=40) Rule 794: Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=40) Rule 943: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=40) Rule 918: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=40) Rule 770: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=40) Rule 451: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=40) Rule 110: Attractions= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=40) Rule 248: Attractions= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=40) Rule 262: Attractions= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=40) Rule 103: Manufacturing and Production= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=38.8889) Rule 95: Manufacturing and Production= NEAR ==> PRICE_RANGE= (550000-935000] (support=17.5, confidence=38.8889) Rule 238: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=38.8889) Rule 226: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (550000-935000] (support=17.5, confidence=38.8889) Rule 208: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=17.5, confidence=38.8889) Rule 117: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=38.4615) Rule 406: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=38.4615) Rule 530: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=38.4615) Rule 630: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=38.4615) Rule 602: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=38.4615) Rule 514: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=38.4615) Rule 328: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=12.5, confidence=38.4615) Rule 316: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=38.4615) Rule 43: Education and Health= NEAR ==> PRICE_RANGE= (935000-3360001] (support=20, confidence=38.0952) Rule 77: Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=20, confidence=38.0952) Rule 21: Commercial Services= NEAR ==> PRICE_RANGE= [229000-550000] (support=30, confidence=36.3636) Rule 397: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=36.3636) Rule 618: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=36.3636) Rule 394: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=36.3636) Rule 614: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=36.3636) Rule 199: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (935000-3360001] (support=17.5, confidence=35) Rule 196: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=35) Rule 13: Commercial Services= NEAR ==> PRICE_RANGE= (550000-935000] (support=27.5, confidence=33.3333) Rule 41: Education and Health= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=33.3333) Rule 75: Public Infrastructure= NEAR ==> PRICE_RANGE= [229000-550000] (support=17.5, confidence=33.3333) Rule 223: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=33.3333) Rule 295: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=33.3333) Rule 486: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=12.5, confidence=33.3333) Rule 343: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=33.3333) Rule 878: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=33.3333) Rule 702: Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=33.3333) Rule 738: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=33.3333) Rule 833: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=33.3333) Rule 550: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=33.3333) Rule 93: Transport= NEAR ==> PRICE_RANGE= (935000-3360001] (support=17.5, confidence=31.8182) Rule 268: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=31.5789) Rule 598: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=30.7692) Rule 582: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=30.7692) Rule 23: Commercial Services= NEAR ==> PRICE_RANGE= (935000-3360001] (support=25, confidence=30.303) Rule 125: Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=15, confidence=30) Rule 151: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [229000-550000] (support=15, confidence=30) Rule 184: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=30) Rule 139: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=30) Rule 33: Education and Health= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=28.5714) Rule 67: Public Infrastructure= NEAR ==> PRICE_RANGE= (550000-935000] (support=15, confidence=28.5714) Rule 61: Open Space= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=28.5714) Rule 682: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=28.5714) Rule 445: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=28.5714) Rule 370: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=28.5714) Rule 382: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=28.5714) Rule 59: Open Space= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=28.5714) Rule 220: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=12.5, confidence=27.7778) Rule 91: Transport= NEAR ==> PRICE_RANGE= [229000-550000] (support=15, confidence=27.2727) Rule 307: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=26.6667) Rule 502: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [229000-550000] (support=10, confidence=26.6667) Rule 105: Manufacturing and Production= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=22.2222) Rule 241: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (935000-3360001] (support=10, confidence=22.2222) Rule 251: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=21.0526) Rule 112: Retail= NEAR ==> PRICE_RANGE= (550000-935000] (support=10, confidence=20) BUILD SUCCESSFUL (total time: 1 minute 19 seconds)