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 616: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=70.9677) Rule 389: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=68.75) Rule 648: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.2157, confidence=61.7021) Rule 910: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=61.5385) Rule 413: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=61.2245) Rule 230: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=17.6471, confidence=61.0169) Rule 105: Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=18.1373, confidence=60.6557) Rule 512: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=60.4651) Rule 764: Manufacturing and Production= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=60) Rule 305: Accomodation, Eating and Drink= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.2353, confidence=60) Rule 865: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=58.9744) Rule 724: Accomodation, Eating and Drink= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=58.5366) Rule 925: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.2941, confidence=56.7568) Rule 572: Commercial Services= NEAR Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=56.5217) Rule 776: Education and Health= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=56.4103) Rule 356: Manufacturing and Production= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=55.3191) Rule 640: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=10.7843, confidence=55) Rule 407: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=54.7619) Rule 840: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=46) Rule 885: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=46) Rule 608: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.1961, confidence=45.5882) Rule 704: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=45.098) Rule 740: Manufacturing and Production= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=45.098) Rule 383: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.1961, confidence=44.9275) Rule 224: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=25, confidence=44.3478) Rule 269: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=44.0678) Rule 564: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=18.1373, confidence=44.0476) Rule 101: Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=25.4902, confidence=43.6975) Rule 350: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=18.1373, confidence=43.5294) Rule 299: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=19.6078, confidence=43.4783) Rule 820: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=43.4783) Rule 504: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=19.1176, confidence=43.3333) Rule 920: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.2549, confidence=43.1034) Rule 464: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.7647, confidence=42.8571) Rule 688: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=42.8571) Rule 716: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.1961, confidence=42.4658) Rule 772: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.2549, confidence=42.3729) Rule 855: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=42.2535) Rule 528: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=41.9355) Rule 317: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=41.2698) Rule 444: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=41.0959) Rule 401: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=18.6275, confidence=40.8602) Rule 43: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [100000-1200000] (support=22.549, confidence=40.708) Rule 632: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=18.1373, confidence=40.6593) Rule 254: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=40.5405) Rule 800: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=40.3509) Rule 967: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=40.3509) Rule 137: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [100000-1200000] (support=21.0784, confidence=39.8148) Rule 672: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=39.6552) Rule 945: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=11.2745, confidence=39.6552) Rule 161: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=21.5686, confidence=39.6396) Rule 284: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [100000-1200000] (support=16.6667, confidence=39.5349) Rule 59: Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=21.5686, confidence=38.9381) Rule 95: Open Space= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=13.7255, confidence=38.8889) Rule 588: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=16.1765, confidence=38.3721) Rule 484: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [100000-1200000] (support=15.1961, confidence=38.2716) Rule 900: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=38.2353) Rule 676: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=10.7843, confidence=37.931) Rule 950: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=10.7843, confidence=37.931) Rule 215: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.2549, confidence=37.8788) Rule 756: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.7451, confidence=37.6812) Rule 752: Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [100000-1200000] (support=12.7451, confidence=37.6812) Rule 548: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=37.5) Rule 182: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=18.6275, confidence=37.2549) Rule 338: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=14.7059, confidence=37.037) Rule 335: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=37.037) Rule 302: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=16.6667, confidence=36.9565) Rule 805: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=10.2941, confidence=36.8421) Rule 973: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=10.2941, confidence=36.8421) Rule 905: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.2549, confidence=36.7647) Rule 368: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=16.1765, confidence=36.6667) Rule 508: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=16.1765, confidence=36.6667) Rule 73: Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=19.6078, confidence=36.3636) Rule 552: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=14.2157, confidence=36.25) Rule 19: Commercial Services= NEAR ==> PRICE_RANGE= [100000-1200000] (support=32.8431, confidence=36.0215) Rule 692: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.2549, confidence=35.7143) Rule 720: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.7451, confidence=35.6164) Rule 197: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=23.0392, confidence=35.6061) Rule 61: Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=19.6078, confidence=35.3982) Rule 83: Education and Health= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=24.0196, confidence=35.2518) Rule 860: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.2549, confidence=35.2113) Rule 164: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=19.1176, confidence=35.1351) Rule 257: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.7451, confidence=35.1351) Rule 825: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=11.7647, confidence=34.7826) Rule 71: Public Infrastructure= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=18.6275, confidence=34.5455) Rule 448: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.2549, confidence=34.2466) Rule 353: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=14.2157, confidence=34.1176) Rule 103: Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=19.6078, confidence=33.6134) Rule 140: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=17.6471, confidence=33.3333) Rule 179: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=16.6667, confidence=33.3333) Rule 320: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=10.2941, confidence=33.3333) Rule 404: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=15.1961, confidence=33.3333) Rule 371: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=14.7059, confidence=33.3333) Rule 568: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=13.7255, confidence=33.3333) Rule 93: Open Space= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=11.7647, confidence=33.3333) Rule 85: Education and Health= NEAR ==> PRICE_RANGE= [100000-1200000] (support=22.549, confidence=33.0935) Rule 227: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=18.6275, confidence=33.0435) Rule 636: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=14.7059, confidence=32.967) Rule 21: Commercial Services= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=29.902, confidence=32.7957) Rule 45: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=18.1373, confidence=32.7434) Rule 200: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [100000-1200000] (support=21.0784, confidence=32.5758) Rule 592: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [100000-1200000] (support=13.7255, confidence=32.5581) Rule 488: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.7451, confidence=32.0988) Rule 386: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=10.7843, confidence=31.8841) Rule 212: Commercial Services= NEAR Open Space= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=10.2941, confidence=31.8182) Rule 203: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=20.5882, confidence=31.8182) Rule 87: Education and Health= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=21.5686, confidence=31.6547) Rule 287: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=13.2353, confidence=31.3953) Rule 17: Commercial Services= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=28.4314, confidence=31.1828) Rule 612: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=10.2941, confidence=30.8824) Rule 374: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=13.2353, confidence=30) Rule 480: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=11.7647, confidence=29.6296) Rule 185: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=14.7059, confidence=29.4118) Rule 75: Public Infrastructure= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=15.6863, confidence=29.0909) Rule 281: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=12.2549, confidence=29.0698) Rule 596: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (1200000-2688600] (support=12.2549, confidence=29.0698) Rule 134: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=14.2157, confidence=26.8519) Rule 41: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=14.7059, confidence=26.5487) Rule 628: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=11.7647, confidence=26.3736) Rule 544: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=10.2941, confidence=26.25) Rule 332: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=10.2941, confidence=25.9259) Rule 398: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=11.7647, confidence=25.8065) Rule 57: Manufacturing and Production= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=14.2157, confidence=25.6637) Rule 158: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=13.7255, confidence=25.2252) Rule 99: Retail= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=13.2353, confidence=22.6891) Rule 221: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (2688600-9500000] (support=12.7451, confidence=22.6087) BUILD SUCCESSFUL (total time: 1 minute 12 seconds)