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 4389: Bus Stops= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.0295, confidence=43.2993) Rule 2285: Bus Stops= NEAR Consultancies= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.0801, confidence=43.2657) Rule 727: Electrical Features= NEAR ==> PRICE_RANGE= [38750-296000] (support=12.0709, confidence=43.1674) Rule 4269: Accomodation= NEAR Bus Stops= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.5609, confidence=40.7685) Rule 4161: Bus Stops= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.7971, confidence=40.5063) Rule 4359: Bus Stops= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.1598, confidence=40.2005) Rule 1161: Transport, Storage and Deliver= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.2189, confidence=39.501) Rule 4317: Accomodation= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.4344, confidence=39.1456) Rule 4302: Accomodation= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.8768, confidence=39.1002) Rule 2345: Consultancies= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.4597, confidence=39.0921) Rule 3882: Beauty Salons= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.5019, confidence=38.8456) Rule 1937: Household, Leisure and Garden= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.0295, confidence=38.5413) Rule 1071: Bus Stops= NEAR ==> PRICE_RANGE= [38750-296000] (support=16.6681, confidence=38.3615) Rule 2318: Consultancies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [38750-296000] (support=12.2227, confidence=38.0215) Rule 2333: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.0333, confidence=38.0122) Rule 6176: Household, Leisure and Garden= NEAR Personal, Consumer and Other S= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.2826, confidence=37.916) Rule 3666: Personal, Consumer and Other S= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.8853, confidence=37.8255) Rule 4470: Household, Leisure and Garden= NEAR Legal and Financial= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.7212, confidence=37.5148) Rule 4500: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.1392, confidence=37.3989) Rule 893: Beauty Salons= NEAR ==> PRICE_RANGE= [38750-296000] (support=12.5685, confidence=37.3527) Rule 4482: Household, Leisure and Garden= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.6575, confidence=37.3211) Rule 3564: Bus Stops= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.1982, confidence=37.3033) Rule 2264: Accomodation= NEAR Consultancies= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.4429, confidence=36.8892) Rule 1159: Research and Design= NEAR ==> PRICE_RANGE= [38750-296000] (support=12.4083, confidence=36.8857) Rule 388: Estate Agencies= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.3079, confidence=36.885) Rule 1051: Accomodation= NEAR ==> PRICE_RANGE= [38750-296000] (support=19.7722, confidence=36.6881) Rule 613: Industrial Products= NEAR ==> PRICE_RANGE= [38750-296000] (support=13.1253, confidence=36.4574) Rule 1153: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [38750-296000] (support=15.9258, confidence=36.3287) Rule 358: Estate Agencies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.3838, confidence=36.2059) Rule 4455: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.5732, confidence=36.1814) Rule 2111: Consultancies= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.4513, confidence=36.1646) Rule 1121: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [38750-296000] (support=18.3551, confidence=36.1582) Rule 1145: Legal and Financial= NEAR ==> PRICE_RANGE= [38750-296000] (support=13.9097, confidence=36.1069) Rule 765: Niche Goods= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.8984, confidence=35.869) Rule 4209: Household, Leisure and Garden= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.6407, confidence=35.7884) Rule 923: Clinics And Surgeries= NEAR ==> PRICE_RANGE= [38750-296000] (support=13.6145, confidence=35.7396) Rule 4137: Accomodation= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [38750-296000] (support=12.0962, confidence=35.539) Rule 3624: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=12.7625, confidence=35.4582) Rule 1135: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [38750-296000] (support=17.0392, confidence=35.3023) Rule 278: Estate Agencies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.0801, confidence=35.1471) Rule 3508: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.3332, confidence=34.9003) Rule 589: Industrial Products= NEAR ==> PRICE_RANGE= (296000-490000] (support=12.5517, confidence=34.8641) Rule 2207: Consultancies= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.1223, confidence=34.7927) Rule 4245: Personal, Consumer and Other S= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [38750-296000] (support=11.0924, confidence=34.7516) Rule 241: Estate Agencies= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.814, confidence=34.7143) Rule 683: Consultancies= NEAR ==> PRICE_RANGE= [38750-296000] (support=16.879, confidence=34.6974) Rule 4253: Household, Leisure and Garden= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.7887, confidence=34.5396) Rule 2237: Consultancies= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.0211, confidence=34.4448) Rule 1006: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (296000-490000] (support=15.0907, confidence=34.4237) Rule 3511: Personal, Consumer and Other S= NEAR Restaurants= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.7971, confidence=34.3624) Rule 3459: Property and Development Servi= NEAR Restaurants= NEAR ==> PRICE_RANGE= (296000-490000] (support=11.4213, confidence=34.2872) Rule 103: Estate Agencies= NEAR Restaurants= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.4682, confidence=34.2723) Rule 4102: Personal, Consumer and Other S= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.9321, confidence=34.2495) Rule 955: Property and Development Servi= NEAR ==> PRICE_RANGE= (296000-490000] (support=17.5706, confidence=34.243) Rule 4099: Household, Leisure and Garden= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (296000-490000] (support=11.1261, confidence=34.2064) Rule 869: Beauty Salons= NEAR ==> PRICE_RANGE= (296000-490000] (support=11.4888, confidence=34.1439) Rule 3505: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= (296000-490000] (support=12.2564, confidence=34.052) Rule 1000: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (296000-490000] (support=17.2838, confidence=34.0479) Rule 1087: Clothing and Accessories= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.1307, confidence=33.9745) Rule 1004: Legal and Financial= NEAR ==> PRICE_RANGE= (296000-490000] (support=13.0831, confidence=33.961) Rule 3642: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.0464, confidence=33.9316) Rule 1002: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (296000-490000] (support=16.3391, confidence=33.8518) Rule 4250: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.814, confidence=33.808) Rule 2241: Consultancies= NEAR Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.8477, confidence=33.7444) Rule 136: Estate Agencies= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.291, confidence=33.6924) Rule 529: Estate Agencies= NEAR ==> PRICE_RANGE= (296000-490000] (support=13.7326, confidence=33.6086) Rule 996: Accomodation= NEAR ==> PRICE_RANGE= (296000-490000] (support=18.1021, confidence=33.589) Rule 837: Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=16.1113, confidence=33.5559) Rule 651: Consultancies= NEAR ==> PRICE_RANGE= (296000-490000] (support=16.3222, confidence=33.553) Rule 3462: Property and Development Servi= NEAR Restaurants= NEAR ==> PRICE_RANGE= (490000-7850000] (support=11.1767, confidence=33.5528) Rule 741: Niche Goods= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.1476, confidence=33.3981) Rule 531: Estate Agencies= NEAR ==> PRICE_RANGE= (490000-7850000] (support=13.6314, confidence=33.3609) Rule 899: Clinics And Surgeries= NEAR ==> PRICE_RANGE= (296000-490000] (support=12.6782, confidence=33.2817) Rule 807: Restaurants= NEAR ==> PRICE_RANGE= (296000-490000] (support=15.9764, confidence=33.2748) Rule 4096: Accomodation= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (296000-490000] (support=11.3032, confidence=33.2094) Rule 809: Restaurants= NEAR ==> PRICE_RANGE= (490000-7850000] (support=15.9258, confidence=33.1694) Rule 557: Estate Agencies= NEAR ==> PRICE_RANGE= [38750-296000] (support=13.4964, confidence=33.0306) Rule 989: Property and Development Servi= NEAR ==> PRICE_RANGE= [38750-296000] (support=16.9296, confidence=32.9936) Rule 998: Bus Stops= NEAR ==> PRICE_RANGE= (296000-490000] (support=14.2809, confidence=32.8674) Rule 957: Property and Development Servi= NEAR ==> PRICE_RANGE= (490000-7850000] (support=16.8115, confidence=32.7634) Rule 244: Estate Agencies= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (490000-7850000] (support=10.1898, confidence=32.7105) Rule 274: Estate Agencies= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.1476, confidence=32.5751) Rule 1008: Research and Design= NEAR ==> PRICE_RANGE= (296000-490000] (support=10.8309, confidence=32.1966) Rule 3501: Property and Development Servi= NEAR Restaurants= NEAR ==> PRICE_RANGE= [38750-296000] (support=10.7128, confidence=32.16) Rule 653: Consultancies= NEAR ==> PRICE_RANGE= (490000-7850000] (support=15.445, confidence=31.7496) Rule 4105: Accomodation= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= (490000-7850000] (support=10.6369, confidence=31.2515) Rule 901: Clinics And Surgeries= NEAR ==> PRICE_RANGE= (490000-7850000] (support=11.8009, confidence=30.9787) Rule 1022: Research and Design= NEAR ==> PRICE_RANGE= (490000-7850000] (support=10.4007, confidence=30.9178) Rule 1016: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (490000-7850000] (support=14.8882, confidence=30.8459) Rule 3514: Household, Leisure and Garden= NEAR Restaurants= NEAR ==> PRICE_RANGE= (490000-7850000] (support=10.9743, confidence=30.4898) Rule 1018: Legal and Financial= NEAR ==> PRICE_RANGE= (490000-7850000] (support=11.531, confidence=29.9321) Rule 1014: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (490000-7850000] (support=15.1244, confidence=29.794) Rule 1010: Accomodation= NEAR ==> PRICE_RANGE= (490000-7850000] (support=16.0186, confidence=29.723) Rule 1020: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (490000-7850000] (support=12.8216, confidence=29.2476) Rule 1012: Bus Stops= NEAR ==> PRICE_RANGE= (490000-7850000] (support=12.5011, confidence=28.7711) Rule 591: Industrial Products= NEAR ==> PRICE_RANGE= (490000-7850000] (support=10.3248, confidence=28.6785) BUILD SUCCESSFUL (total time: 8 minutes 37 seconds)