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 1709: Industrial Products= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.826, confidence=51.1364) Rule 1733: Legal and Financial= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.7057, confidence=50.188) Rule 1712: Industrial Products= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.826, confidence=48.2143) Rule 1324: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.4651, confidence=48.155) Rule 3104: Household, Leisure and Garden= NEAR Legal and Financial= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.4651, confidence=48.0663) Rule 1718: Household, Leisure and Garden= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.1893, confidence=47.6489) Rule 1318: IT, Advertising, Marketing and= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.1067, confidence=47.1891) Rule 1724: Household, Leisure and Garden= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.1492, confidence=46.904) Rule 3112: Household, Leisure and Garden= NEAR Personal, Consumer and Other S= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.7057, confidence=46.8421) Rule 3100: Household, Leisure and Garden= NEAR Industrial Products= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.5076, confidence=46.7427) Rule 1706: Household, Leisure and Garden= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.911, confidence=45.6738) Rule 1312: IT, Advertising, Marketing and= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.3472, confidence=45.6452) Rule 604: Construction Services= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.8661, confidence=45.3936) Rule 1742: Personal, Consumer and Other S= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.2294, confidence=45.3869) Rule 1736: Legal and Financial= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.8284, confidence=45.3846) Rule 608: Accomodation= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.7057, confidence=45.1777) Rule 593: Square= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=10.1443, confidence=45.098) Rule 2271: Beauty Salons= NEAR Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.0642, confidence=44.8214) Rule 620: Legal and Financial= NEAR ==> PRICE_RANGE= [65000-900000] (support=15.6776, confidence=44.6857) Rule 3096: Bars= NEAR Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.0642, confidence=44.5035) Rule 624: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [65000-900000] (support=16.2791, confidence=44.4201) Rule 1306: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.3472, confidence=43.6055) Rule 1694: Bars= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.5878, confidence=43.5241) Rule 1048: Beauty Salons= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.0289, confidence=43.4783) Rule 1688: Consultancies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.5878, confidence=43.2635) Rule 1715: Industrial Products= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=13.1516, confidence=43.0446) Rule 1315: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [65000-900000] (support=13.4322, confidence=42.8389) Rule 984: Beauty Salons= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.2245, confidence=42.3588) Rule 1700: Estate Agencies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.6255, confidence=42.2648) Rule 612: Bus Stops= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.0289, confidence=42.2535) Rule 1309: Bars= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.5854, confidence=42.1725) Rule 3108: Household, Leisure and Garden= NEAR Niche Goods= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.3849, confidence=41.9773) Rule 1721: Household, Leisure and Garden= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.3496, confidence=41.9619) Rule 616: Industrial Products= NEAR ==> PRICE_RANGE= [65000-900000] (support=16.5196, confidence=41.9552) Rule 1051: Beauty Salons= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.3873, confidence=41.8879) Rule 1727: Household, Leisure and Garden= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.1443, confidence=41.7492) Rule 1730: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=15.6776, confidence=41.64) Rule 433: Beauty Salons= NEAR ==> PRICE_RANGE= [65000-900000] (support=14.6752, confidence=41.3559) Rule 2695: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.4651, confidence=41.2322) Rule 1321: IT, Advertising, Marketing and= NEAR Niche Goods= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.1844, confidence=41.0339) Rule 618: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [65000-900000] (support=20.5694, confidence=41.0072) Rule 600: Clinics And Surgeries= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.5501, confidence=40.544) Rule 1703: Estate Agencies= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.5453, confidence=40.0915) Rule 1691: Consultancies= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.9463, confidence=39.7959) Rule 1697: Bars= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.1868, confidence=39.6871) Rule 3: Property and Development Servi= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=10.3849, confidence=38.9474) Rule 606: Consultancies= NEAR ==> PRICE_RANGE= [65000-900000] (support=17.2013, confidence=38.5445) Rule 1327: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.3095, confidence=38.4712) Rule 491: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [65000-900000] (support=20.1684, confidence=38.4557) Rule 1739: Niche Goods= NEAR Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.5878, confidence=38.0263) Rule 553: Research and Design= NEAR ==> PRICE_RANGE= (900000-1650000] (support=14.2743, confidence=37.9531) Rule 622: Niche Goods= NEAR ==> PRICE_RANGE= [65000-900000] (support=15.1564, confidence=37.8758) Rule 610: Bars= NEAR ==> PRICE_RANGE= [65000-900000] (support=14.6351, confidence=37.8631) Rule 614: Estate Agencies= NEAR ==> PRICE_RANGE= [65000-900000] (support=13.9936, confidence=37.7706) Rule 636: Bars= NEAR ==> PRICE_RANGE= (900000-1650000] (support=14.595, confidence=37.7593) Rule 628: Restaurants= NEAR ==> PRICE_RANGE= [65000-900000] (support=19.0858, confidence=37.014) Rule 6: Bars= NEAR Restaurants= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.3849, confidence=36.8421) Rule 626: Property and Development Servi= NEAR ==> PRICE_RANGE= [65000-900000] (support=14.1139, confidence=36.6667) Rule 630: Clinics And Surgeries= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.1868, confidence=36.1399) Rule 638: Estate Agencies= NEAR ==> PRICE_RANGE= (900000-1650000] (support=13.2318, confidence=35.7143) Rule 1333: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.3873, confidence=35.589) Rule 632: Clothing and Accessories= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.7482, confidence=34.881) Rule 493: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (900000-1650000] (support=18.1235, confidence=34.5566) Rule 1330: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.826, confidence=34.5269) Rule 551: Research and Design= NEAR ==> PRICE_RANGE= [65000-900000] (support=12.8709, confidence=34.2217) Rule 644: Legal and Financial= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.8685, confidence=33.8286) Rule 12: Niche Goods= NEAR Restaurants= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.3047, confidence=33.8158) Rule 652: Restaurants= NEAR ==> PRICE_RANGE= (900000-1650000] (support=17.3216, confidence=33.5925) Rule 435: Beauty Salons= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.8284, confidence=33.3333) Rule 602: Clothing and Accessories= NEAR ==> PRICE_RANGE= [65000-900000] (support=11.1468, confidence=33.0952) Rule 634: Consultancies= NEAR ==> PRICE_RANGE= (900000-1650000] (support=14.7153, confidence=32.9739) Rule 646: Niche Goods= NEAR ==> PRICE_RANGE= (900000-1650000] (support=13.1115, confidence=32.7655) Rule 650: Property and Development Servi= NEAR ==> PRICE_RANGE= (900000-1650000] (support=12.5902, confidence=32.7083) Rule 642: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (900000-1650000] (support=16.239, confidence=32.3741) Rule 687: Clothing and Accessories= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=10.7859, confidence=32.0238) Rule 9: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= (900000-1650000] (support=11.9487, confidence=31.7359) Rule 640: Industrial Products= NEAR ==> PRICE_RANGE= (900000-1650000] (support=12.4298, confidence=31.5682) Rule 776: Property and Development Servi= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=11.7883, confidence=30.625) Rule 778: Restaurants= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=15.1564, confidence=29.3935) Rule 774: Niche Goods= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=11.7482, confidence=29.3587) Rule 648: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (900000-1650000] (support=10.6255, confidence=28.9934) Rule 737: Consultancies= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=12.7105, confidence=28.4816) Rule 563: Research and Design= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=10.4651, confidence=27.8252) Rule 503: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=14.154, confidence=26.9878) Rule 372: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=10.0241, confidence=26.6241) Rule 772: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=13.352, confidence=26.6187) Rule 770: Industrial Products= NEAR ==> PRICE_RANGE= (1650000-14500000] (support=10.425, confidence=26.4766) BUILD SUCCESSFUL (total time: 124 minutes 11 seconds)