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 894: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=69.2308) Rule 959: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=69.2308) Rule 660: Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=68.75) Rule 853: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=68.75) Rule 335: Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=66.6667) Rule 620: Commercial Services= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=64.7059) Rule 685: Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=64.2857) Rule 884: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=64.2857) Rule 317: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=60) Rule 596: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=60) Rule 677: Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=58.8235) Rule 874: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=58.8235) Rule 668: Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=56.25) Rule 863: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=56.25) Rule 656: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=55) Rule 848: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=55) Rule 563: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=54.1667) Rule 347: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=52.9412) Rule 743: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=52.9412) Rule 636: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=52.9412) Rule 480: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=52.9412) Rule 332: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=52.1739) Rule 292: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=52) Rule 616: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=50) Rule 712: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=50) Rule 788: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=50) Rule 916: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=50) Rule 88: Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=48.1481) Rule 354: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=47.619) Rule 455: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=47.619) Rule 645: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=47.619) Rule 496: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=47.3684) Rule 763: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=47.3684) Rule 314: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=46.4286) Rule 592: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=46.4286) Rule 275: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=46.1538) Rule 69: Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=17.8571, confidence=45.4545) Rule 344: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=45.4545) Rule 176: Accomodation, Eating and Drink= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=45) Rule 436: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=45) Rule 247: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=44.8276) Rule 387: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=44.4444) Rule 232: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [85696-1175000] (support=17.8571, confidence=44.1176) Rule 310: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=13.0952, confidence=44) Rule 738: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=44) Rule 476: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=44) Rule 632: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=10.7143, confidence=42.8571) Rule 57: Education and Health= NEAR ==> PRICE_RANGE= [85696-1175000] (support=20.2381, confidence=42.5) Rule 407: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=41.6667) Rule 575: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=41.6667) Rule 587: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=41.6667) Rule 139: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=41.3793) Rule 627: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=40.9091) Rule 154: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=40) Rule 301: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85696-1175000] (support=11.9048, confidence=40) Rule 91: Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=20.2381, confidence=39.5349) Rule 86: Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=20.2381, confidence=39.5349) Rule 83: Public Infrastructure= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=15.4762, confidence=39.3939) Rule 181: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=15.4762, confidence=39.3939) Rule 340: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=39.1304) Rule 268: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=14.2857, confidence=38.7097) Rule 280: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=16.6667, confidence=37.8378) Rule 272: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=16.6667, confidence=37.8378) Rule 419: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=37.5) Rule 432: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=36.6667) Rule 77: Public Infrastructure= NEAR ==> PRICE_RANGE= [85696-1175000] (support=14.2857, confidence=36.3636) Rule 163: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=36) Rule 259: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=35.4839) Rule 241: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=14.2857, confidence=35.2941) Rule 130: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=15.4762, confidence=35.1351) Rule 118: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [85696-1175000] (support=15.4762, confidence=35.1351) Rule 63: Education and Health= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=16.6667, confidence=35) Rule 17: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=17.8571, confidence=34.8837) Rule 286: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=34.6154) Rule 41: Commercial Services= NEAR ==> PRICE_RANGE= [85696-1175000] (support=23.8095, confidence=34.4828) Rule 148: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=34.4828) Rule 256: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=34.4828) Rule 173: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [85696-1175000] (support=13.0952, confidence=33.3333) Rule 443: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=33.3333) Rule 95: Transport= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=33.3333) Rule 399: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=33.3333) Rule 51: Commercial Services= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=22.619, confidence=32.7586) Rule 49: Commercial Services= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=22.619, confidence=32.7586) Rule 19: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=16.6667, confidence=32.5581) Rule 11: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [85696-1175000] (support=16.6667, confidence=32.5581) Rule 322: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=32.1429) Rule 603: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=10.7143, confidence=32.1429) Rule 75: Manufacturing and Production= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=11.9048, confidence=30.303) Rule 447: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=10.7143, confidence=30) Rule 127: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (1175000-2089000] (support=13.0952, confidence=29.7297) Rule 184: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=10.7143, confidence=27.2727) Rule 283: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=10.7143, confidence=24.3243) Rule 65: Education and Health= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=10.7143, confidence=22.5) Rule 93: Retail= NEAR ==> PRICE_RANGE= (2089000-4850000] (support=10.7143, confidence=20.9302) BUILD SUCCESSFUL (total time: 2 minutes 20 seconds)