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 171: Consultancies= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.9123, confidence=40.5882) Rule 113: Electrical Features= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.5614, confidence=36.6053) Rule 149: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (610000-3650000] (support=13.193, confidence=36.3871) Rule 189: Industrial Products= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.7661, confidence=36.2915) Rule 217: Restaurants= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.0819, confidence=34.9838) Rule 201: Construction Services= NEAR ==> PRICE_RANGE= (435000-610000] (support=12.1871, confidence=34.9664) Rule 211: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [50000-435000] (support=14.0117, confidence=34.8661) Rule 61: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (610000-3650000] (support=15.8129, confidence=34.2973) Rule 213: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (435000-610000] (support=13.6608, confidence=33.993) Rule 199: Construction Services= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.8129, confidence=33.8926) Rule 57: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [50000-435000] (support=15.462, confidence=33.5363) Rule 145: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.9766, confidence=33.0323) Rule 115: Electrical Features= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.3216, confidence=32.9925) Rule 59: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (435000-610000] (support=14.8304, confidence=32.1664) Rule 191: Industrial Products= NEAR ==> PRICE_RANGE= (435000-610000] (support=10.4094, confidence=32.1068) Rule 193: Industrial Products= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.2456, confidence=31.6017) Rule 203: Construction Services= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.8538, confidence=31.1409) Rule 215: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.5146, confidence=31.1409) Rule 147: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.0877, confidence=30.5806) Rule 117: Electrical Features= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.4327, confidence=30.4022) BUILD SUCCESSFUL (total time: 2 minutes 13 seconds)