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 13: Health Practitioners= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=75) Rule 1330: Industrial Manufacturing and P= NEAR Property and Development Servi= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=64.2857) Rule 2144: Industrial Manufacturing and P= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=60) Rule 2148: Industrial Manufacturing and P= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=52.9412) Rule 2141: Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=50) Rule 213: Road and Rail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=48.1481) Rule 245: Multi Item Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=47.619) Rule 403: IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=47.3684) Rule 1980: Industrial Manufacturing and P= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=47.3684) Rule 2069: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=14.2857, confidence=46.1538) Rule 137: Research and Design= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=45) Rule 550: Legal and Financial= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=45) Rule 2091: Eating and Drinking= NEAR Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=45) Rule 1265: Eating and Drinking= NEAR Property and Development Servi= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=45) Rule 2066: Eating and Drinking= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=45) Rule 505: Eating and Drinking= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=45) Rule 215: Single Item Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=19.0476, confidence=44.4444) Rule 97: Medical Establishments= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=44) Rule 1958: Property and Development Servi= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=43.4783) Rule 1970: Property and Development Servi= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=39.1304) Rule 225: Single Item Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=16.6667, confidence=38.8889) Rule 43: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=38.4615) Rule 243: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=38.4615) Rule 234: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=38.4615) Rule 199: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=37.931) Rule 113: Property and Development Servi= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=16.6667, confidence=37.8378) Rule 2054: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=37.5) Rule 157: Eating and Drinking= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=16.6667, confidence=36.8421) Rule 73: Legal and Financial= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=36) Rule 87: Medical Establishments= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=36) Rule 65: Legal and Financial= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=36) Rule 1904: Eating and Drinking= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=35.7143) Rule 125: Property and Development Servi= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=35.1351) Rule 35: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=34.6154) Rule 2081: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=34.6154) Rule 167: Eating and Drinking= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=34.2105) Rule 205: Road and Rail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=33.3333) Rule 1919: Eating and Drinking= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=10.7143, confidence=32.1429) Rule 1916: Eating and Drinking= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=32.1429) Rule 201: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=10.7143, confidence=31.0345) Rule 187: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=31.0345) Rule 169: Eating and Drinking= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=13.0952, confidence=28.9474) Rule 127: Property and Development Servi= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=11.9048, confidence=27.027) BUILD SUCCESSFUL (total time: 16 minutes 54 seconds)