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 333: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=14.0625, confidence=54) Rule 383: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=14.0625, confidence=54) Rule 361: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [110000-800000] (support=16.1458, confidence=51.6667) Rule 140: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [110000-800000] (support=14.0625, confidence=50) Rule 236: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [110000-800000] (support=16.1458, confidence=49.2063) Rule 345: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=14.5833, confidence=49.1228) Rule 293: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [110000-800000] (support=13.0208, confidence=49.0196) Rule 317: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=16.6667, confidence=47.7612) Rule 248: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [110000-800000] (support=20.8333, confidence=47.0588) Rule 206: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=15.1042, confidence=46.7742) Rule 176: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=17.1875, confidence=44.5946) Rule 221: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [110000-800000] (support=19.2708, confidence=44.5783) Rule 81: Education and Health= NEAR ==> PRICE_RANGE= [110000-800000] (support=21.875, confidence=43.299) Rule 28: Transport= NEAR ==> PRICE_RANGE= (800000-1775000] (support=14.0625, confidence=42.8571) Rule 260: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.4167, confidence=42.5532) Rule 166: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (800000-1775000] (support=12.5, confidence=42.1053) Rule 89: Manufacturing and Production= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.9375, confidence=42) Rule 59: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [110000-800000] (support=20.8333, confidence=41.6667) Rule 191: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=17.7083, confidence=41.4634) Rule 131: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [110000-800000] (support=16.6667, confidence=41.0256) Rule 110: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.4167, confidence=40.8163) Rule 96: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (800000-1775000] (support=10.4167, confidence=40.8163) Rule 13: Public Infrastructure= NEAR ==> PRICE_RANGE= [110000-800000] (support=18.75, confidence=40.4494) Rule 1: Public Infrastructure= NEAR ==> PRICE_RANGE= (800000-1775000] (support=18.75, confidence=40.4494) Rule 99: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (800000-1775000] (support=16.1458, confidence=39.7436) Rule 39: Retail= NEAR ==> PRICE_RANGE= [110000-800000] (support=19.7917, confidence=37.6238) Rule 20: Retail= NEAR ==> PRICE_RANGE= (800000-1775000] (support=19.7917, confidence=37.6238) Rule 24: Commercial Services= NEAR ==> PRICE_RANGE= (800000-1775000] (support=27.6042, confidence=37.0629) Rule 154: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (800000-1775000] (support=15.625, confidence=36.5854) Rule 71: Commercial Services= NEAR ==> PRICE_RANGE= [110000-800000] (support=27.0833, confidence=36.3636) Rule 267: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [110000-800000] (support=10.4167, confidence=35.0877) Rule 94: Transport= NEAR ==> PRICE_RANGE= [110000-800000] (support=11.4583, confidence=34.9206) Rule 26: Education and Health= NEAR ==> PRICE_RANGE= (800000-1775000] (support=17.1875, confidence=34.0206) Rule 157: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (800000-1775000] (support=10.9375, confidence=33.871) Rule 151: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (800000-1775000] (support=13.0208, confidence=33.7838) Rule 22: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (800000-1775000] (support=16.6667, confidence=33.3333) Rule 308: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (800000-1775000] (support=11.4583, confidence=32.8358) Rule 160: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (800000-1775000] (support=14.0625, confidence=32.5301) Rule 163: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (800000-1775000] (support=14.0625, confidence=31.7647) Rule 50: Commercial Services= NEAR ==> PRICE_RANGE= (1775000-4377000] (support=19.7917, confidence=26.5734) Rule 48: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (1775000-4377000] (support=12.5, confidence=25) Rule 29: Retail= NEAR ==> PRICE_RANGE= (1775000-4377000] (support=13.0208, confidence=24.7525) Rule 52: Education and Health= NEAR ==> PRICE_RANGE= (1775000-4377000] (support=11.4583, confidence=22.6804) BUILD SUCCESSFUL (total time: 1 minute 22 seconds)