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 610: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.2484, confidence=71.7391) Rule 652: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.2484, confidence=71.7391) Rule 575: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.1801, confidence=70.5882) Rule 402: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.1801, confidence=66.6667) Rule 482: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.2857, confidence=66.6667) Rule 590: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.559, confidence=66.6667) Rule 526: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.7329, confidence=66.129) Rule 635: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.7329, confidence=66.129) Rule 414: Education and Health= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.8696, confidence=66.0377) Rule 276: Accomodation, Eating and Drink= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.2857, confidence=63.8889) Rule 410: Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.4224, confidence=63.4921) Rule 585: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.4224, confidence=63.4921) Rule 494: Commercial Services= NEAR Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.0435, confidence=58.3333) Rule 285: Public Infrastructure= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=13.354, confidence=57.3333) Rule 490: Commercial Services= NEAR Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=15.528, confidence=54.3478) Rule 282: Public Infrastructure= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=15.528, confidence=53.7634) Rule 438: Commercial Services= NEAR Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=52.7778) Rule 201: Manufacturing and Production= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=52.0548) Rule 362: Commercial Services= NEAR Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.9068, confidence=51.0638) Rule 422: Accomodation, Eating and Drink= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=50.6667) Rule 600: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.8012, confidence=50.6667) Rule 374: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.7329, confidence=50.6173) Rule 144: Education and Health= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=15.528, confidence=50) Rule 153: Accomodation, Eating and Drink= NEAR Education and Health= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.7329, confidence=48.8095) Rule 297: Accomodation, Eating and Drink= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.2484, confidence=48.5294) Rule 510: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=10.2484, confidence=48.5294) Rule 246: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= [85000-525000] (support=17.0807, confidence=48.2456) Rule 303: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.6646, confidence=46.8085) Rule 291: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=15.2174, confidence=46.6667) Rule 502: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=15.2174, confidence=46.6667) Rule 518: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.354, confidence=46.2366) Rule 165: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.7329, confidence=45.5556) Rule 390: Commercial Services= NEAR Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=12.4224, confidence=45.4545) Rule 75: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= [85000-525000] (support=17.0807, confidence=45.4545) Rule 234: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=20.8075, confidence=44.0789) Rule 159: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.5963, confidence=43.9252) Rule 382: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=14.5963, confidence=43.9252) Rule 91: Transport= NEAR ==> PRICE_RANGE= (525000-940000] (support=16.4596, confidence=42.4) Rule 89: Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=16.4596, confidence=42.4) Rule 267: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= (525000-940000] (support=15.528, confidence=42.0168) Rule 264: Commercial Services= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=15.528, confidence=42.0168) Rule 67: Public Infrastructure= NEAR ==> PRICE_RANGE= [85000-525000] (support=21.7391, confidence=41.9162) Rule 81: Open Space= NEAR ==> PRICE_RANGE= (525000-940000] (support=10.2484, confidence=40.7407) Rule 258: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=19.5652, confidence=40.6452) Rule 85: Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=19.8758, confidence=40.5063) Rule 322: Commercial Services= NEAR Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.1801, confidence=40) Rule 108: Education and Health= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.1801, confidence=39.5604) Rule 261: Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=18.9441, confidence=39.3548) Rule 87: Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=19.2547, confidence=39.2405) Rule 294: Accomodation, Eating and Drink= NEAR Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.7329, confidence=39.0476) Rule 506: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.7329, confidence=39.0476) Rule 213: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.4907, confidence=38.9474) Rule 186: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= [85000-525000] (support=15.8385, confidence=38.9313) Rule 454: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.1801, confidence=38.7097) Rule 514: Commercial Services= NEAR Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.1801, confidence=38.7097) Rule 35: Manufacturing and Production= NEAR ==> PRICE_RANGE= [85000-525000] (support=16.1491, confidence=38.5185) Rule 162: Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.7329, confidence=38.3178) Rule 386: Commercial Services= NEAR Education and Health= NEAR Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.7329, confidence=38.3178) Rule 300: Retail= NEAR Transport= NEAR ==> PRICE_RANGE= [85000-525000] (support=11.1801, confidence=38.2979) Rule 19: Education and Health= NEAR ==> PRICE_RANGE= [85000-525000] (support=19.8758, confidence=37.8698) Rule 458: Commercial Services= NEAR Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=10.8696, confidence=37.6344) Rule 129: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= [85000-525000] (support=18.6335, confidence=37.2671) Rule 216: Manufacturing and Production= NEAR Retail= NEAR ==> PRICE_RANGE= (525000-940000] (support=10.8696, confidence=36.8421) Rule 168: Education and Health= NEAR Transport= NEAR ==> PRICE_RANGE= (525000-940000] (support=10.2484, confidence=36.6667) Rule 249: Accomodation, Eating and Drink= NEAR Commercial Services= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.7329, confidence=35.9649) Rule 77: Accomodation, Eating and Drink= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.354, confidence=35.5372) Rule 55: Commercial Services= NEAR ==> PRICE_RANGE= (525000-940000] (support=30.4348, confidence=34.8754) Rule 53: Commercial Services= NEAR ==> PRICE_RANGE= [85000-525000] (support=30.1242, confidence=34.5196) Rule 69: Public Infrastructure= NEAR ==> PRICE_RANGE= (525000-940000] (support=17.0807, confidence=32.9341) Rule 132: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (525000-940000] (support=16.4596, confidence=32.9193) Rule 21: Education and Health= NEAR ==> PRICE_RANGE= (525000-940000] (support=17.0807, confidence=32.5444) Rule 237: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (525000-940000] (support=14.9068, confidence=31.5789) Rule 189: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (525000-940000] (support=12.7329, confidence=31.2977) Rule 37: Manufacturing and Production= NEAR ==> PRICE_RANGE= (525000-940000] (support=13.0435, confidence=31.1111) Rule 51: Commercial Services= NEAR ==> PRICE_RANGE= (940000-2800000] (support=26.7081, confidence=30.605) Rule 33: Manufacturing and Production= NEAR ==> PRICE_RANGE= (940000-2800000] (support=12.7329, confidence=30.3704) Rule 126: Commercial Services= NEAR Education and Health= NEAR ==> PRICE_RANGE= (940000-2800000] (support=14.9068, confidence=29.8137) Rule 183: Commercial Services= NEAR Manufacturing and Production= NEAR ==> PRICE_RANGE= (940000-2800000] (support=12.1118, confidence=29.771) Rule 17: Education and Health= NEAR ==> PRICE_RANGE= (940000-2800000] (support=15.528, confidence=29.5858) Rule 65: Public Infrastructure= NEAR ==> PRICE_RANGE= (940000-2800000] (support=13.0435, confidence=25.1497) Rule 231: Commercial Services= NEAR Public Infrastructure= NEAR ==> PRICE_RANGE= (940000-2800000] (support=11.4907, confidence=24.3421) BUILD SUCCESSFUL (total time: 1 minute 18 seconds)