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 185: Construction Services= NEAR ==> PRICE_RANGE= [110000-800000] (support=11.4583, confidence=70.9677) Rule 282: Accomodation= NEAR ==> PRICE_RANGE= [110000-800000] (support=11.4583, confidence=62.8571) Rule 93: Niche Goods= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.4167, confidence=51.2821) Rule 763: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.9375, confidence=50) Rule 785: IT, Advertising, Marketing and= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [110000-800000] (support=11.4583, confidence=50) Rule 195: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.9375, confidence=48.8372) Rule 115: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [110000-800000] (support=11.4583, confidence=47.8261) Rule 241: Industrial Products= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.4167, confidence=47.619) Rule 286: Legal and Financial= NEAR ==> PRICE_RANGE= [110000-800000] (support=13.5417, confidence=46.4286) Rule 172: Food and Drink= NEAR ==> PRICE_RANGE= (800000-1775000] (support=10.9375, confidence=44.6809) Rule 181: Bus Stops= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.4167, confidence=42.5532) Rule 45: Estate Agencies= NEAR ==> PRICE_RANGE= (800000-1775000] (support=12.5, confidence=42.1053) Rule 145: Restaurants= NEAR ==> PRICE_RANGE= [110000-800000] (support=14.0625, confidence=41.5385) Rule 219: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [110000-800000] (support=16.6667, confidence=40.5063) Rule 284: Bars= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.9375, confidence=40.3846) Rule 21: Clinics And Surgeries= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.4167, confidence=39.2157) Rule 176: Property and Development Servi= NEAR ==> PRICE_RANGE= (800000-1775000] (support=13.0208, confidence=37.8788) Rule 263: Consultancies= NEAR ==> PRICE_RANGE= [110000-800000] (support=13.5417, confidence=37.1429) Rule 174: Legal and Financial= NEAR ==> PRICE_RANGE= (800000-1775000] (support=10.4167, confidence=35.7143) Rule 170: Consultancies= NEAR ==> PRICE_RANGE= (800000-1775000] (support=13.0208, confidence=35.7143) Rule 288: Property and Development Servi= NEAR ==> PRICE_RANGE= [110000-800000] (support=11.9792, confidence=34.8485) Rule 127: Restaurants= NEAR ==> PRICE_RANGE= (800000-1775000] (support=11.4583, confidence=33.8462) Rule 168: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (800000-1775000] (support=13.0208, confidence=31.6456) Rule 221: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (1775000-4377000] (support=11.4583, confidence=27.8481) BUILD SUCCESSFUL (total time: 2 minutes 41 seconds)