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 76: Health Practitioners= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=75) Rule 78: Niche Goods= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=52.9412) Rule 405: Food and Drink= NEAR Restaurants= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=50) Rule 411: Legal and Financial= NEAR Restaurants= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=50) Rule 408: Property and Development Servi= NEAR Restaurants= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=50) Rule 86: Restaurants= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=15.4762, confidence=46.4286) Rule 90: Research and Design= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=45) Rule 5: Bus Stops= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=42.8571) Rule 74: Food and Drink= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=40.9091) Rule 186: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=38.4615) Rule 190: Industrial Products= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=38.4615) Rule 88: Industrial Products= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=38.4615) Rule 84: Legal and Financial= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=37.5) Rule 163: Property and Development Servi= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=36.6667) Rule 80: Property and Development Servi= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=13.0952, confidence=36.6667) Rule 82: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=34.6154) Rule 188: Restaurants= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=32.1429) BUILD SUCCESSFUL (total time: 2 minutes 1 second)