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 10 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: 10 Min Confidence: 10 Min Support: 10 Model Name: ARMODEL_JDM ---------------------------------------------------------------- DISPLAY CLASSIFICATION RULES ---------------------------------------------------------------- Rule 765: Household, Leisure and Garden= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.4959, confidence=40.3936) Rule 837: Household, Leisure and Garden= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.6853, confidence=40.3675) Rule 391: Beauty Salons= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.3655, confidence=39.8954) Rule 699: IT, Advertising, Marketing and= NEAR Restaurants= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.1695, confidence=39.7237) Rule 445: Research and Design= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.3066, confidence=39.6298) Rule 669: IT, Advertising, Marketing and= NEAR Industrial Products= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.2454, confidence=39.1684) Rule 291: Construction Services= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.4164, confidence=38.6691) Rule 1891: Industrial Products= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.0074, confidence=38.6454) Rule 1861: IT, Advertising, Marketing and= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=11.4665, confidence=38.3063) Rule 407: Bus Stops= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.1953, confidence=37.7656) Rule 543: Household, Leisure and Garden= NEAR Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.8769, confidence=37.7108) Rule 369: Restaurants= NEAR ==> PRICE_RANGE= [59950-218000] (support=12.9993, confidence=37.5) Rule 347: Industrial Products= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.0479, confidence=37.3446) Rule 1633: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [59950-218000] (support=10.8769, confidence=37.2916) Rule 435: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.829, confidence=36.3944) Rule 215: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= [59950-218000] (support=15.21, confidence=36.1598) Rule 321: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= [59950-218000] (support=19.7347, confidence=36.0043) Rule 123: Consultancies= NEAR ==> PRICE_RANGE= [59950-218000] (support=14.7973, confidence=35.0436) Rule 167: Electrical Features= NEAR ==> PRICE_RANGE= [59950-218000] (support=13.2646, confidence=34.6955) Rule 518: Consultancies= NEAR IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (285000-2500000] (support=10.1105, confidence=34.664) Rule 72: Industrial Products= NEAR ==> PRICE_RANGE= (285000-2500000] (support=13.8394, confidence=34.3453) Rule 153: Electrical Features= NEAR ==> PRICE_RANGE= (218000-285000] (support=12.8961, confidence=33.7317) Rule 62: Consultancies= NEAR ==> PRICE_RANGE= (285000-2500000] (support=14.1783, confidence=33.5777) Rule 66: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (285000-2500000] (support=13.9425, confidence=33.1465) Rule 269: Construction Services= NEAR ==> PRICE_RANGE= (218000-285000] (support=13.1466, confidence=32.976) Rule 372: Bus Stops= NEAR ==> PRICE_RANGE= (218000-285000] (support=13.073, confidence=32.4908) Rule 70: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (285000-2500000] (support=17.6271, confidence=32.1592) Rule 78: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (285000-2500000] (support=13.972, confidence=32.1247) Rule 299: IT, Advertising, Marketing and= NEAR ==> PRICE_RANGE= (218000-285000] (support=17.4503, confidence=31.8365) Rule 64: Electrical Features= NEAR ==> PRICE_RANGE= (285000-2500000] (support=12.0707, confidence=31.5729) Rule 374: Household, Leisure and Garden= NEAR ==> PRICE_RANGE= (218000-285000] (support=13.692, confidence=31.4809) Rule 349: Restaurants= NEAR ==> PRICE_RANGE= (218000-285000] (support=10.9064, confidence=31.4626) Rule 101: Consultancies= NEAR ==> PRICE_RANGE= (218000-285000] (support=13.2498, confidence=31.3787) Rule 74: Restaurants= NEAR ==> PRICE_RANGE= (285000-2500000] (support=10.759, confidence=31.0374) Rule 193: Personal, Consumer and Other S= NEAR ==> PRICE_RANGE= (218000-285000] (support=12.9108, confidence=30.6938) Rule 76: Bus Stops= NEAR ==> PRICE_RANGE= (285000-2500000] (support=11.9676, confidence=29.7436) Rule 68: Construction Services= NEAR ==> PRICE_RANGE= (285000-2500000] (support=11.3043, confidence=28.3549) Rule 325: Industrial Products= NEAR ==> PRICE_RANGE= (218000-285000] (support=11.4075, confidence=28.3102) BUILD SUCCESSFUL (total time: 9 minutes 58 seconds)