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 141: Public Facilities= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.4907, confidence=48.6842) Rule 117: Eating and Drinking= NEAR ==> PRICE_RANGE= [85000-525000] (support=16.7702, confidence=48.6486) Rule 414: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.0435, confidence=48.2759) Rule 160: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=48.1013) Rule 791: Personal, Consumer and Other S= NEAR Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.1801, confidence=48) Rule 417: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.9752, confidence=47.8723) Rule 79: Transport, Storage and Deliver= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.2484, confidence=47.8261) Rule 718: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=47.5) Rule 523: Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.354, confidence=46.7391) Rule 517: Personal, Consumer and Other S= NEAR Road and Rail= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.4907, confidence=44.0476) Rule 505: Personal, Consumer and Other S= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.4907, confidence=44.0476) Rule 520: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=14.2857, confidence=42.5926) Rule 511: IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.559, confidence=42.5) Rule 176: Road and Rail= NEAR ==> PRICE_RANGE= (525000-940000] (support=16.4596, confidence=42.4) Rule 162: Road and Rail= NEAR ==> PRICE_RANGE= [85000-525000] (support=16.4596, confidence=42.4) Rule 164: Single Item Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=18.6335, confidence=41.6667) Rule 508: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.9752, confidence=41.6667) Rule 722: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=10.2484, confidence=41.25) Rule 97: Consultancies= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.1801, confidence=40.9091) Rule 152: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [85000-525000] (support=17.3913, confidence=40.8759) Rule 423: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.8012, confidence=40.4255) Rule 9: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.9752, confidence=40.1786) Rule 170: Construction Services= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.354, confidence=39.8148) Rule 178: Single Item Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=17.7019, confidence=39.5833) Rule 420: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (525000-940000] (support=10.559, confidence=39.0805) Rule 514: Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.8696, confidence=38.0435) Rule 53: Recreational and Vocational Ed= NEAR ==> PRICE_RANGE= (940000-2800000] (support=11.8012, confidence=37.6238) Rule 168: Property and Development Servi= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.354, confidence=37.069) Rule 156: Construction Services= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.4224, confidence=37.037) Rule 119: Eating and Drinking= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.4224, confidence=36.036) Rule 166: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (525000-940000] (support=15.2174, confidence=35.7664) Rule 228: Legal and Financial= NEAR ==> PRICE_RANGE= (940000-2800000] (support=11.4907, confidence=35.5769) Rule 172: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (525000-940000] (support=14.5963, confidence=35.3383) Rule 158: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.5963, confidence=35.3383) Rule 47: Recreational and Vocational Ed= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.8696, confidence=34.6535) Rule 174: Legal and Financial= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.1801, confidence=34.6154) Rule 11: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= (525000-940000] (support=11.8012, confidence=33.9286) Rule 154: Property and Development Servi= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.1118, confidence=33.6207) Rule 226: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (940000-2800000] (support=12.1118, confidence=29.3233) Rule 207: Property and Development Servi= NEAR ==> PRICE_RANGE= (940000-2800000] (support=10.559, confidence=29.3103) BUILD SUCCESSFUL (total time: 1 minute 12 seconds)