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 937: Construction Services= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.1422, confidence=43.3984) Rule 5922: Eating and Drinking= NEAR IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.3486, confidence=42.6593) Rule 1135: Single Item Retail= NEAR Transport, Storage and Deliver= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.2432, confidence=42.6119) Rule 1836: IT, Advertising, Marketing and= NEAR Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.5969, confidence=42.4941) Rule 2009: IT, Advertising, Marketing and= NEAR Industrial Manufacturing and P= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.3906, confidence=42.3933) Rule 3825: Eating and Drinking= NEAR IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.8622, confidence=42.3807) Rule 2448: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.7738, confidence=42.2543) Rule 199: Transport, Storage and Deliver= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.4982, confidence=42.1681) Rule 93: Multi Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.7318, confidence=42.1387) Rule 3390: Eating and Drinking= NEAR Industrial Manufacturing and P= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.8475, confidence=42.1053) Rule 1223: Eating and Drinking= NEAR Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.717, confidence=42.0635) Rule 4485: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.3021, confidence=41.9065) Rule 3101: Eating and Drinking= NEAR Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.4959, confidence=41.2698) Rule 2701: Industrial Manufacturing and P= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.098, confidence=41.17) Rule 679: Construction Services= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.1548, confidence=41.1589) Rule 2005: Eating and Drinking= NEAR IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.395, confidence=41.0845) Rule 943: Eating and Drinking= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.1614, confidence=40.8883) Rule 946: Industrial Manufacturing and P= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.0538, confidence=40.783) Rule 1238: Research and Design= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.1842, confidence=40.7189) Rule 5926: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.1887, confidence=40.4995) Rule 1232: Industrial Manufacturing and P= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.294, confidence=40.4666) Rule 1214: Construction Services= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.6581, confidence=40.2135) Rule 230: Public Facilities= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.4097, confidence=40.1143) Rule 1217: Consultancies= NEAR Eating and Drinking= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.0391, confidence=40.0535) Rule 1407: IT, Advertising, Marketing and= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.8077, confidence=40.0461) Rule 1477: Eating and Drinking= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.4414, confidence=39.9474) Rule 57: Medical Establishments= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.2579, confidence=39.8854) Rule 1226: Eating and Drinking= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.5822, confidence=39.7344) Rule 244: Research and Design= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.3066, confidence=39.6298) Rule 685: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=14.4878, confidence=39.4621) Rule 1480: IT, Advertising, Marketing and= NEAR Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.2454, confidence=39.1684) Rule 2697: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.5888, confidence=39.0017) Rule 1486: IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.21, confidence=38.9434) Rule 688: Industrial Manufacturing and P= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.7318, confidence=38.9052) Rule 226: Construction Services= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.4164, confidence=38.6691) Rule 495: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.4267, confidence=38.5527) Rule 2452: Personal, Consumer and Other S= NEAR Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.8791, confidence=38.4909) Rule 1220: Consultancies= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.2476, confidence=38.4544) Rule 1229: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.888, confidence=38.1458) Rule 949: Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=14.591, confidence=38.1062) Rule 234: Eating and Drinking= NEAR ==> PRICE_RANGE= [59950-218000] (support=18.5409, confidence=38.006) Rule 238: Legal and Financial= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.479, confidence=37.92) Rule 1483: IT, Advertising, Marketing and= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.2284, confidence=37.7379) Rule 594: Personal, Consumer and Other S= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.9256, confidence=37.6233) Rule 940: Consultancies= NEAR Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.3464, confidence=37.44) Rule 236: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.0479, confidence=37.3446) Rule 1474: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.8769, confidence=37.2916) Rule 1235: Property and Development Servi= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.9654, confidence=37.2) Rule 242: Recreational and Vocational Ed= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.5527, confidence=36.9263) Rule 694: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=16.168, confidence=36.9236) Rule 161: Road and Rail= NEAR ==> PRICE_RANGE= [59950-218000] (support=20.0737, confidence=36.8307) Rule 682: Consultancies= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.3464, confidence=36.7539) Rule 691: Personal, Consumer and Other S= NEAR Property and Development Servi= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.1842, confidence=36.4451) Rule 246: Single Item Retail= NEAR ==> PRICE_RANGE= [59950-218000] (support=22.0044, confidence=36.3614) Rule 11: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [59950-218000] (support=19.7347, confidence=36.0043) Rule 121: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=18.3935, confidence=35.4244) Rule 240: Property and Development Servi= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.1024, confidence=35.0967) Rule 232: Consultancies= NEAR ==> PRICE_RANGE= [59950-218000] (support=14.7973, confidence=35.0436) Rule 354: Property and Development Servi= NEAR ==> PRICE_RANGE= (285000-2500000] (support=12.9993, confidence=34.8204) Rule 228: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.294, confidence=34.6656) Rule 1561: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (285000-2500000] (support=10.1105, confidence=34.664) Rule 352: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= (285000-2500000] (support=13.8394, confidence=34.3453) Rule 787: Industrial Manufacturing and P= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (285000-2500000] (support=10.2284, confidence=33.9198) Rule 135: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (285000-2500000] (support=17.5976, confidence=33.8916) Rule 291: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= (218000-285000] (support=12.9403, confidence=33.7433) Rule 348: Consultancies= NEAR ==> PRICE_RANGE= (285000-2500000] (support=14.1783, confidence=33.5777) Rule 321: Public Facilities= NEAR ==> PRICE_RANGE= (218000-285000] (support=10.3169, confidence=33.3492) Rule 253: Construction Services= NEAR ==> PRICE_RANGE= (218000-285000] (support=13.1466, confidence=32.976) Rule 615: Personal, Consumer and Other S= NEAR Road and Rail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=11.3191, confidence=32.9472) Rule 340: Eating and Drinking= NEAR ==> PRICE_RANGE= (218000-285000] (support=15.829, confidence=32.4471) Rule 516: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (285000-2500000] (support=11.2601, confidence=32.3318) Rule 346: Single Item Retail= NEAR ==> PRICE_RANGE= (218000-285000] (support=19.5578, confidence=32.3186) Rule 25: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (285000-2500000] (support=17.6271, confidence=32.1592) Rule 790: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=14.031, confidence=32.0431) Rule 23: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (218000-285000] (support=17.4503, confidence=31.8365) Rule 175: Road and Rail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=17.2439, confidence=31.6387) Rule 293: Infrastructure and Facilities= NEAR ==> PRICE_RANGE= (285000-2500000] (support=12.115, confidence=31.5911) Rule 173: Road and Rail= NEAR ==> PRICE_RANGE= (218000-285000] (support=17.185, confidence=31.5306) Rule 338: Consultancies= NEAR ==> PRICE_RANGE= (218000-285000] (support=13.2498, confidence=31.3787) Rule 356: Single Item Retail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=18.9536, confidence=31.32) Rule 1555: Eating and Drinking= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (218000-285000] (support=10.5085, confidence=31.2308) Rule 1394: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (218000-285000] (support=12.955, confidence=31.104) Rule 1027: Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (218000-285000] (support=11.8939, confidence=31.0624) Rule 781: Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (218000-285000] (support=13.5888, confidence=31.0333) Rule 778: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (218000-285000] (support=11.3633, confidence=30.9514) Rule 1400: Industrial Manufacturing and P= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=10.14, confidence=30.8659) Rule 1030: Road and Rail= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=11.8055, confidence=30.8314) Rule 2841: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (218000-285000] (support=10.7296, confidence=30.7953) Rule 1558: IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (218000-285000] (support=12.0265, confidence=30.7925) Rule 1397: Eating and Drinking= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=12.8077, confidence=30.7502) Rule 133: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (218000-285000] (support=15.9322, confidence=30.6841) Rule 1564: IT, Advertising, Marketing and= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=11.8202, confidence=30.2642) Rule 2845: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR Single Item Retail= NEAR ==> PRICE_RANGE= (285000-2500000] (support=10.5232, confidence=30.203) Rule 344: Property and Development Servi= NEAR ==> PRICE_RANGE= (218000-285000] (support=11.2307, confidence=30.0829) Rule 784: Eating and Drinking= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (285000-2500000] (support=10.8622, confidence=29.5865) Rule 350: Eating and Drinking= NEAR ==> PRICE_RANGE= (285000-2500000] (support=14.4141, confidence=29.5468) Rule 612: Personal, Consumer and Other S= NEAR Road and Rail= NEAR ==> PRICE_RANGE= (218000-285000] (support=10.1105, confidence=29.4294) Rule 513: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (218000-285000] (support=10.14, confidence=29.1155) Rule 255: Construction Services= NEAR ==> PRICE_RANGE= (285000-2500000] (support=11.3043, confidence=28.3549) Rule 342: Industrial Manufacturing and P= NEAR ==> PRICE_RANGE= (218000-285000] (support=11.4075, confidence=28.3102) BUILD SUCCESSFUL (total time: 268 minutes 23 seconds)