DEVELOPMENT... { "data_id": "1473", "name": "fertility", "exact_name": "fertility", "version": 1, "version_label": null, "description": "**Author**: David Gil, Jose Luis Girela\n \n**Source**: UCI\n\n**Please cite**: David Gil, Jose Luis Girela, Joaquin De Juan, M. Jose Gomez-Torres, and Magnus Johnsson. Predicting seminal quality with artificial intelligence methods. Expert Systems with Applications, 39(16):12564 - 12573, 2012 \n\nSource:\n\nDavid Gil, \ndgil '@' dtic.ua.es, \nLucentia Research Group, Department of Computer Technology, University of Alicante \n\nJose Luis Girela, \ngirela '@' ua.es, \nDepartment of Biotechnology, University of Alicante\n\nAttribute Information:\n\nSeason in which the analysis was performed. 1) winter, 2) spring, 3) Summer, 4) fall. (-1, -0.33, 0.33, 1) \nAge at the time of analysis. 18-36 (0, 1) \nChildish diseases (ie , chicken pox, measles, mumps, polio) 1) yes, 2) no. (0, 1) \nAccident or serious trauma 1) yes, 2) no. (0, 1) \nSurgical intervention 1) yes, 2) no. (0, 1) \nHigh fevers in the last year 1) less than three months ago, 2) more than three months ago, 3) no. (-1, 0, 1) \nFrequency of alcohol consumption 1) several times a day, 2) every day, 3) several times a week, 4) once a week, 5) hardly ever or never (0, 1) \nSmoking habit 1) never, 2) occasional 3) daily. (-1, 0, 1) \nNumber of hours spent sitting per day ene-16 (0, 1) \nOutput: Diagnosis normal (N), altered (O) \n\n", "format": "ARFF", "uploader": "unknown", "uploader_id": 64, "visibility": "public", "creator": null, "contributor": null, "date": "2015-05-22 17:14:45", "update_comment": null, "last_update": "2015-11-09 20:37:07", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1587930\/php9pgo5r", "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 451, "suggest": { "input": [ "fertility", "Source: David Gil, dgil '@' dtic.ua.es, Lucentia Research Group, Department of Computer Technology, University of Alicante Jose Luis Girela, girela '@' ua.es, Department of Biotechnology, University of Alicante Attribute Information: Season in which the analysis was performed. 1) winter, 2) spring, 3) Summer, 4) fall. (-1, -0.33, 0.33, 1) Age at the time of analysis. 18-36 (0, 1) Childish diseases (ie , chicken pox, measles, mumps, polio) 1) yes, 2) no. 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