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 355: Bus Stops= NEAR ==> PRICE_RANGE= [81500-625000] (support=11.4916, confidence=44.6953) Rule 1339: Places of Worship= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.7371, confidence=43.4272) Rule 3367: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.2014, confidence=40.8034) Rule 299: Research and Design= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=15.3221, confidence=39.0533) Rule 2290: Household, Leisure and Garden= NEAR Research and Design= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.0406, confidence=39.0519) Rule 97: Beauty Salons= NEAR ==> PRICE_RANGE= (625000-1160000] (support=12.5943, confidence=38.5435) Rule 3635: Legal and Financial= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.6077, confidence=38.3142) Rule 3040: Estate Agencies= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.621, confidence=38.125) Rule 871: Bars= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.2728, confidence=37.4207) Rule 3364: IT, Advertising, Marketing and= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (625000-1160000] (support=12.8265, confidence=37.3942) Rule 3312: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.1434, confidence=37.3541) Rule 3490: Legal and Financial= NEAR Restaurants= NEAR ==> PRICE_RANGE= (625000-1160000] (support=12.7684, confidence=37.2881) Rule 3632: Household, Leisure and Garden= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.0406, confidence=37.1245) Rule 1520: Accomodation= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.5496, confidence=36.7837) Rule 2713: Consultancies= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (625000-1160000] (support=12.188, confidence=36.7776) Rule 2661: Consultancies= NEAR Restaurants= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.679, confidence=36.7265) Rule 1526: Legal and Financial= NEAR ==> PRICE_RANGE= (625000-1160000] (support=19.4428, confidence=36.4924) Rule 3493: Personal, Consumer and Other S= NEAR Restaurants= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.4469, confidence=36.4372) Rule 1473: Restaurants= NEAR ==> PRICE_RANGE= (625000-1160000] (support=16.657, confidence=36.2374) Rule 29: Bars= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=15.6123, confidence=35.9626) Rule 874: Bars= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.4469, confidence=35.9281) Rule 1378: Niche Goods= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=12.8845, confidence=35.8065) Rule 2628: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [81500-625000] (support=11.6077, confidence=35.7143) Rule 1439: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (625000-1160000] (support=17.1793, confidence=35.7057) Rule 3629: Household, Leisure and Garden= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.8398, confidence=35.6021) Rule 3487: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.2594, confidence=35.5963) Rule 1522: Clothing and Accessories= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.0853, confidence=35.568) Rule 2122: Legal and Financial= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.3889, confidence=35.3755) Rule 1411: Clinics And Surgeries= NEAR ==> PRICE_RANGE= [81500-625000] (support=11.0273, confidence=35.2505) Rule 465: Estate Agencies= NEAR ==> PRICE_RANGE= (625000-1160000] (support=13.581, confidence=35.241) Rule 1372: Clothing and Accessories= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.9112, confidence=35.0093) Rule 265: Property and Development Servi= NEAR ==> PRICE_RANGE= [81500-625000] (support=13.8712, confidence=34.9415) Rule 1524: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (625000-1160000] (support=14.9158, confidence=34.7767) Rule 1530: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (625000-1160000] (support=14.6257, confidence=34.663) Rule 1908: Consultancies= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.3889, confidence=34.556) Rule 389: Consultancies= NEAR ==> PRICE_RANGE= [81500-625000] (support=17.3535, confidence=34.4867) Rule 217: Industrial Products= NEAR ==> PRICE_RANGE= (625000-1160000] (support=12.8265, confidence=34.3701) Rule 2631: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.1434, confidence=34.2857) Rule 3309: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.2147, confidence=34.2412) Rule 1471: Restaurants= NEAR ==> PRICE_RANGE= [81500-625000] (support=15.7284, confidence=34.2172) Rule 1413: Clinics And Surgeries= NEAR ==> PRICE_RANGE= (625000-1160000] (support=10.679, confidence=34.1373) Rule 3116: Legal and Financial= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.3308, confidence=34.0996) Rule 391: Consultancies= NEAR ==> PRICE_RANGE= (625000-1160000] (support=17.1213, confidence=34.0254) Rule 1518: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [81500-625000] (support=14.2774, confidence=33.8377) Rule 1890: Consultancies= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.1567, confidence=33.7838) Rule 1376: Legal and Financial= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=17.8758, confidence=33.5512) Rule 3481: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.563, confidence=33.3945) Rule 1437: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [81500-625000] (support=16.0186, confidence=33.2931) Rule 43: Bars= NEAR ==> PRICE_RANGE= (625000-1160000] (support=14.4515, confidence=33.2888) Rule 203: Industrial Products= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=12.4202, confidence=33.2815) Rule 1374: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=14.2194, confidence=33.1529) Rule 251: Property and Development Servi= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=13.1167, confidence=33.0409) Rule 313: Research and Design= NEAR ==> PRICE_RANGE= (625000-1160000] (support=12.8845, confidence=32.8402) Rule 463: Estate Agencies= NEAR ==> PRICE_RANGE= [81500-625000] (support=12.6524, confidence=32.8313) Rule 1528: Niche Goods= NEAR ==> PRICE_RANGE= (625000-1160000] (support=11.7818, confidence=32.7419) Rule 1370: Accomodation= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.2728, confidence=32.7172) Rule 3113: Household, Leisure and Garden= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.8532, confidence=32.6353) Rule 215: Industrial Products= NEAR ==> PRICE_RANGE= [81500-625000] (support=12.072, confidence=32.3484) Rule 1512: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [81500-625000] (support=13.7551, confidence=32.0704) Rule 2575: Consultancies= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.621, confidence=32.049) Rule 3484: Legal and Financial= NEAR Restaurants= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.9692, confidence=32.0339) Rule 267: Property and Development Servi= NEAR ==> PRICE_RANGE= (625000-1160000] (support=12.7104, confidence=32.0175) Rule 3361: IT, Advertising, Marketing and= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.9692, confidence=31.9797) Rule 449: Estate Agencies= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=12.3041, confidence=31.9277) Rule 3626: Household, Leisure and Garden= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.563, confidence=31.7627) Rule 1380: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=13.2908, confidence=31.4993) Rule 377: Consultancies= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=15.8445, confidence=31.4879) Rule 1516: Niche Goods= NEAR ==> PRICE_RANGE= [81500-625000] (support=11.3175, confidence=31.4516) Rule 95: Beauty Salons= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.2147, confidence=31.2611) Rule 2710: Consultancies= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [81500-625000] (support=10.3308, confidence=31.1734) Rule 1366: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=14.9158, confidence=31.0012) Rule 41: Bars= NEAR ==> PRICE_RANGE= [81500-625000] (support=13.3488, confidence=30.7487) Rule 3110: Legal and Financial= NEAR Restaurants= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.5049, confidence=30.678) Rule 3107: IT, Advertising, Marketing and= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=10.5049, confidence=30.6261) Rule 1514: Legal and Financial= NEAR ==> PRICE_RANGE= [81500-625000] (support=15.9605, confidence=29.9564) Rule 1368: Restaurants= NEAR ==> PRICE_RANGE= (1160000-7250000] (support=13.581, confidence=29.5455) Rule 311: Research and Design= NEAR ==> PRICE_RANGE= [81500-625000] (support=11.0273, confidence=28.1065) BUILD SUCCESSFUL (total time: 1 minute 46 seconds)