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 43: Consultancies= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.9123, confidence=40.5882) Rule 167: Property and Development Servi= NEAR ==> PRICE_RANGE= (610000-3650000] (support=11.6959, confidence=38.1388) Rule 217: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.655, confidence=36.7028) Rule 576: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [50000-435000] (support=10.4795, confidence=36.5714) Rule 567: IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.4386, confidence=36.4382) Rule 648: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=13.6608, confidence=36.3184) Rule 205: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.7661, confidence=36.2915) Rule 259: Single Item Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=19.7895, confidence=36.2779) Rule 510: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.6491, confidence=36.2445) Rule 275: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [50000-435000] (support=17.8246, confidence=35.9773) Rule 111: Eating and Drinking= NEAR ==> PRICE_RANGE= [50000-435000] (support=14.7135, confidence=35.82) Rule 17: Construction Services= NEAR ==> PRICE_RANGE= (435000-610000] (support=12.1871, confidence=34.9664) Rule 277: Road and Rail= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.6784, confidence=34.9227) Rule 498: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.7661, confidence=34.7376) Rule 143: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (610000-3650000] (support=15.8129, confidence=34.2973) Rule 103: Eating and Drinking= NEAR ==> PRICE_RANGE= (435000-610000] (support=13.9415, confidence=33.9408) Rule 25: Construction Services= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.8129, confidence=33.8926) Rule 640: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=12.6784, confidence=33.7065) Rule 266: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (435000-610000] (support=16.6784, confidence=33.6638) Rule 505: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (435000-610000] (support=10.7836, confidence=33.5517) Rule 149: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [50000-435000] (support=15.462, confidence=33.5363) Rule 272: Road and Rail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.0468, confidence=33.183) Rule 209: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.3684, confidence=32.9715) Rule 486: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.0877, confidence=32.7348) Rule 251: Single Item Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=17.848, confidence=32.7187) Rule 489: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=11.0175, confidence=32.5276) Rule 141: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (435000-610000] (support=14.8304, confidence=32.1664) Rule 197: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= (435000-610000] (support=10.4094, confidence=32.1068) Rule 558: IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.0585, confidence=32.0417) Rule 268: Road and Rail= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.5789, confidence=31.8943) Rule 199: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.2456, confidence=31.6017) Rule 19: Construction Services= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.8538, confidence=31.1409) Rule 253: Single Item Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=16.9123, confidence=31.0034) Rule 270: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (610000-3650000] (support=15.0409, confidence=30.3588) Rule 211: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.4561, confidence=30.3256) Rule 105: Eating and Drinking= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.4211, confidence=30.2392) Rule 643: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=11.2749, confidence=29.9751) BUILD SUCCESSFUL (total time: 2 minutes 44 seconds)