{ "data_id": "75", "name": "nomao", "exact_name": "nomao", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: UCI\n**Please cite**: \n\nRelevant Papers: Laurent Candillier and Vincent Lemaire. Design and Analysis of the Nomao Challenge - Active Learning in the Real-World. In: Proceedings of the ALRA : Active Learning in Real-world Applications, Workshop ECML-PKDD 2012, Friday, September 28, 2012, Bristol, UK.\n\n1. Data set title:\nNomao Data Set \n\n\n2. Abstract: \nNomao collects data about places (name, phone, localization...) from many sources. Deduplication consists in detecting what data refer to the same place. Instances in the dataset compare 2 spots.\n\n3. Data Set Characteristics: \n\n- Univariate\n- Area: Computer\n- Attribute Characteristics: Real\n- Associated Tasks: Classification\n- Missing Values?: Yes\n\n\n4. Source:\n\n(a) Original owner of database (name \/ phone \/ snail address \/ email address) \nNomao \/ 00 33 5 62 48 33 90 \/ 1 avenue Jean Rieux, 31500 Toulouse \/ challenge '@' nomao.com \n(b) Donor of database (name \/ phone \/ snail address \/ email address) \nLaurent Candillier \/ - \/ 1 avenue Jean Rieux, 31500 Toulouse \/ laurent '@' nomao.com\n\n\n5. Data Set Information:\n\nThe dataset has been enriched during the Nomao Challenge: organized along with the ALRA workshop (Active Learning in Real-world Applications): held at the ECML-PKDD 2012 conference.", "format": "ARFF", "uploader": "Rafael Gomes Mantovani", "uploader_id": 64, "visibility": "public", "creator": null, "contributor": null, "date": "2015-05-25 19:09:04", "update_comment": null, "last_update": "2015-05-25 19:09:04", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1592278\/phpDYCOet", "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "nomao", "Relevant Papers: Laurent Candillier and Vincent Lemaire. Design and Analysis of the Nomao Challenge - Active Learning in the Real-World. In: Proceedings of the ALRA : Active Learning in Real-world Applications, Workshop ECML-PKDD 2012, Friday, September 28, 2012, Bristol, UK. 1. Data set title: Nomao Data Set 2. Abstract: Nomao collects data about places (name, phone, localization...) from many sources. Deduplication consists in detecting what data refer to the same place. Instances in the datas " ], "weight": 5 }, "qualities": { "NumberOfInstances": 34465, "NumberOfFeatures": 119, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 89, "NumberOfSymbolicFeatures": 30, "AutoCorrelation": 0.9483228876508821, "CfsSubsetEval_DecisionStumpAUC": 0.9685325016894478, "CfsSubsetEval_DecisionStumpErrRate": 0.05794284056288989, "CfsSubsetEval_DecisionStumpKappa": 0.8574435497751118, "CfsSubsetEval_NaiveBayesAUC": 0.9685325016894478, "CfsSubsetEval_NaiveBayesErrRate": 0.05794284056288989, "CfsSubsetEval_NaiveBayesKappa": 0.8574435497751118, "CfsSubsetEval_kNN1NAUC": 0.9685325016894478, "CfsSubsetEval_kNN1NErrRate": 0.05794284056288989, "CfsSubsetEval_kNN1NKappa": 0.8574435497751118, "ClassEntropy": 0.8629999927875766, "DecisionStumpAUC": 0.8367482155028956, "DecisionStumpErrRate": 0.14730886406499347, "DecisionStumpKappa": 0.6512605890732787, "Dimensionality": 0.003452778180763093, 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