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 66: Restaurants= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.4224, confidence=52.6316) Rule 56: Industrial Products= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=48.1013) Rule 158: Bus Stops= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.6646, confidence=44) Rule 60: Bus Stops= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.0435, confidence=42) Rule 19: Consultancies= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.1801, confidence=40.9091) Rule 62: Electrical Features= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.9752, confidence=40.1786) Rule 71: Construction Services= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.354, confidence=39.8148) Rule 121: Estate Agencies= NEAR ==> PRICE_RANGE= (525000-940000] (support=10.2484, confidence=39.759) Rule 64: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.5963, confidence=39.4958) Rule 133: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.1118, confidence=39.3939) Rule 45: Legal and Financial= NEAR ==> PRICE_RANGE= (940000-2800000] (support=11.4907, confidence=39.3617) Rule 58: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=38.3838) Rule 162: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.9752, confidence=37.8151) Rule 52: Construction Services= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.4224, confidence=37.037) Rule 89: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (525000-940000] (support=14.5963, confidence=35.3383) Rule 54: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.5963, confidence=35.3383) Rule 160: Electrical Features= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.8012, confidence=33.9286) Rule 91: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (940000-2800000] (support=12.1118, confidence=29.3233) BUILD SUCCESSFUL (total time: 1 minute 20 seconds)