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 6 ASSO_MIN_CONFIDENCE 0.2 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: 6 Min Confidence: 20 Min Support: 10 Model Name: ARMODEL_JDM ---------------------------------------------------------------- DISPLAY CLASSIFICATION RULES ---------------------------------------------------------------- Rule 1081: Household, Leisure and Garden= NEAR Transport, Storage and Deliver= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=75) Rule 92: Consultancies= NEAR Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=68.5714) Rule 112: Estate Agencies= NEAR Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=67.6471) Rule 120: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR Research and Design= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=66.6667) Rule 100: Consultancies= NEAR IT, Advertising, Marketing and= NEAR Research and Design= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=63.6364) Rule 1066: Household, Leisure and Garden= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=63.1579) Rule 1030: Consultancies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.2353, confidence=62.7907) Rule 1069: Industrial Products= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=62.1622) Rule 1084: Estate Agencies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=61.9048) Rule 104: Consultancies= NEAR Household, Leisure and Garden= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=61.7647) Rule 620: Transport, Storage and Deliver= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.2353, confidence=61.3636) Rule 1102: Industrial Products= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=61.1111) Rule 108: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=61.1111) Rule 1051: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.1961, confidence=60.7843) Rule 1093: Household, Leisure and Garden= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=58.3333) Rule 116: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=58.3333) Rule 1042: IT, Advertising, Marketing and= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=57.5) Rule 1096: Household, Leisure and Garden= NEAR Research and Design= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=57.1429) Rule 616: Legal and Financial= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.7255, confidence=56) Rule 1060: IT, Advertising, Marketing and= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=55.2632) Rule 1072: Estate Agencies= NEAR Restaurants= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=55.2632) Rule 630: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [100000-1200000] (support=21.0784, confidence=55.1282) Rule 1048: Estate Agencies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=54.7619) Rule 96: Consultancies= NEAR IT, Advertising, Marketing and= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=53.8462) Rule 569: Clothing and Accessories= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=53.4884) Rule 1087: Household, Leisure and Garden= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=53.3333) Rule 1063: IT, Advertising, Marketing and= NEAR Research and Design= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=53.0612) Rule 1075: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=53.0612) Rule 545: Bus Stops= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=52.1739) Rule 626: Clinics And Surgeries= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=52.1739) Rule 1036: Consultancies= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=51.1628) Rule 1039: Consultancies= NEAR Research and Design= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=51.1628) Rule 1090: Household, Leisure and Garden= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.2549, confidence=51.0204) Rule 624: Beauty Salons= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=50) Rule 1054: IT, Advertising, Marketing and= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=50) Rule 1057: IT, Advertising, Marketing and= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=50) Rule 1033: Consultancies= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=48.8889) Rule 638: Property and Development Servi= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=48.1481) Rule 1078: Industrial Products= NEAR Restaurants= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=46.6667) Rule 636: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.7255, confidence=45.9016) Rule 1027: Consultancies= NEAR Restaurants= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=45.8333) Rule 1099: Industrial Products= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=45.6522) Rule 628: Estate Agencies= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.2353, confidence=45) Rule 632: Industrial Products= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.1961, confidence=44.9275) Rule 1024: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.2353, confidence=44.2623) Rule 1045: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=44.2308) Rule 640: Research and Design= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=43.4783) Rule 622: Bars= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=42.8571) Rule 695: Consumer Products= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=13.2353, confidence=42.8571) Rule 618: Restaurants= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.6863, confidence=41.5584) Rule 614: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [100000-1200000] (support=21.0784, confidence=41.3462) Rule 803: Pre And Nursery Schools= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=10.7843, confidence=40.7407) Rule 634: Niche Goods= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.7255, confidence=39.4366) Rule 661: Consultancies= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=16.1765, confidence=35.4839) Rule 848: Research and Design= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=11.7647, confidence=34.7826) Rule 612: Consultancies= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.6863, confidence=34.4086) Rule 846: Niche Goods= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=11.2745, confidence=32.3944) Rule 755: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=15.6863, confidence=30.7692) Rule 671: Consultancies= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=13.7255, confidence=30.1075) Rule 811: Restaurants= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=11.2745, confidence=29.8701) Rule 821: Restaurants= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=10.7843, confidence=28.5714) Rule 765: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=14.2157, confidence=27.8846) BUILD SUCCESSFUL (total time: 16 minutes 21 seconds)