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 293: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=13.0058, confidence=38.9083) Rule 472: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.6784, confidence=38.467) Rule 152: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.655, confidence=38.1254) Rule 412: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=10.1754, confidence=38.1245) Rule 164: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.6023, confidence=37.9205) Rule 360: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.2749, confidence=37.7152) Rule 344: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.0234, confidence=37.5731) Rule 134: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [50000-435000] (support=11.2749, confidence=37.1914) Rule 173: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=14.4561, confidence=36.9838) Rule 324: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [50000-435000] (support=10.9006, confidence=36.6352) Rule 372: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=14.0819, confidence=36.507) Rule 69: Public Infrastructure= NEAR ==> PRICE_RANGE= [50000-435000] (support=19.1579, confidence=35.9842) Rule 89: Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=21.6374, confidence=35.7281) Rule 21: Education and Health= NEAR ==> PRICE_RANGE= [50000-435000] (support=20.2339, confidence=35.3928) Rule 212: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [50000-435000] (support=17.9649, confidence=35.3428) Rule 242: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=20.9123, confidence=35.322) Rule 429: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.0819, confidence=35.2989) Rule 261: Accomodation, Eating and Drink= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.1053, confidence=35.2365) Rule 83: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [50000-435000] (support=15.9532, confidence=35.0643) Rule 305: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=13.1696, confidence=34.9907) Rule 119: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [50000-435000] (support=19.0175, confidence=34.9377) Rule 93: Transport= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.6784, confidence=34.9227) Rule 55: Manufacturing and Production= NEAR ==> PRICE_RANGE= [50000-435000] (support=15.9532, confidence=34.9028) Rule 233: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [50000-435000] (support=15.4152, confidence=34.8862) Rule 488: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.9591, confidence=34.6467) Rule 194: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [50000-435000] (support=15.5088, confidence=34.6033) Rule 248: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.0702, confidence=34.5151) Rule 433: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.2573, confidence=33.8065) Rule 264: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.3743, confidence=33.7588) Rule 230: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (435000-610000] (support=14.9006, confidence=33.7215) Rule 239: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=19.9532, confidence=33.7021) Rule 278: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.3509, confidence=33.695) Rule 81: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (435000-610000] (support=15.3216, confidence=33.6761) Rule 87: Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=20.3275, confidence=33.5651) Rule 452: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [50000-435000] (support=12.1637, confidence=33.5484) Rule 41: Commercial Services= NEAR ==> PRICE_RANGE= [50000-435000] (support=30.8538, confidence=33.4772) Rule 484: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=12.5146, confidence=33.4584) Rule 29: Commercial Services= NEAR ==> PRICE_RANGE= (610000-3650000] (support=30.7602, confidence=33.3756) Rule 302: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=12.538, confidence=33.3126) Rule 222: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (610000-3650000] (support=11.6491, confidence=33.311) Rule 179: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (610000-3650000] (support=14.9006, confidence=33.2463) Rule 76: Transport= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.0468, confidence=33.183) Rule 104: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (610000-3650000] (support=18.0585, confidence=33.1758) Rule 39: Commercial Services= NEAR ==> PRICE_RANGE= (435000-610000] (support=30.5497, confidence=33.1472) Rule 468: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=10.9006, confidence=33.0731) Rule 45: Manufacturing and Production= NEAR ==> PRICE_RANGE= (610000-3650000] (support=15.1111, confidence=33.0604) Rule 290: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=10.9708, confidence=32.8202) Rule 209: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (435000-610000] (support=16.6784, confidence=32.8118) Rule 67: Public Infrastructure= NEAR ==> PRICE_RANGE= (435000-610000] (support=17.4269, confidence=32.7329) Rule 448: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.8363, confidence=32.6452) Rule 275: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.9298, confidence=32.5463) Rule 9: Education and Health= NEAR ==> PRICE_RANGE= (610000-3650000] (support=18.5263, confidence=32.4059) Rule 349: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.4678, confidence=32.3226) Rule 19: Education and Health= NEAR ==> PRICE_RANGE= (435000-610000] (support=18.4094, confidence=32.2013) Rule 245: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.2515, confidence=32.1739) Rule 191: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (435000-610000] (support=14.4094, confidence=32.1503) Rule 53: Manufacturing and Production= NEAR ==> PRICE_RANGE= (435000-610000] (support=14.6433, confidence=32.0368) Rule 156: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=12.4678, confidence=31.8971) Rule 478: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=11.9298, confidence=31.8949) Rule 91: Transport= NEAR ==> PRICE_RANGE= (435000-610000] (support=11.5789, confidence=31.8943) Rule 116: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (435000-610000] (support=17.3567, confidence=31.8865) Rule 197: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (610000-3650000] (support=16.1871, confidence=31.8454) Rule 298: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=11.9298, confidence=31.6967) Rule 149: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (435000-610000] (support=10.4795, confidence=31.5715) Rule 340: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (435000-610000] (support=10.0585, confidence=31.4327) Rule 216: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (610000-3650000] (support=13.8713, confidence=31.3923) Rule 57: Public Infrastructure= NEAR ==> PRICE_RANGE= (610000-3650000] (support=16.655, confidence=31.283) Rule 72: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (610000-3650000] (support=14.2222, confidence=31.2596) Rule 368: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=12.0234, confidence=31.1704) Rule 170: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (435000-610000] (support=12.1637, confidence=31.1191) Rule 219: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=18.3392, confidence=30.9759) Rule 74: Retail= NEAR ==> PRICE_RANGE= (610000-3650000] (support=18.5965, confidence=30.7068) Rule 137: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (610000-3650000] (support=10.0585, confidence=30.303) BUILD SUCCESSFUL (total time: 2 minutes 10 seconds)