{ "data_id": "45706", "name": "cylinder-bands", "exact_name": "cylinder-bands", "version": 5, "version_label": "2", "description": "**Author**: Bob Evans, RR Donnelley & Sons Co. \r\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Cylinder+Bands) - August, 1995 \r\n**Please cite**: [UCI citation policy](https:\/\/archive.ics.uci.edu\/ml\/citation_policy.html)\r\n\r\n### Description\r\n\r\nCylinder bands UCI dataset - Process delays known as cylinder banding in rotogravure printing were substantially mitigated using control rules discovered by decision tree induction.\r\n \r\n### Attribute Information\r\n\r\nThere are 40 attributes for 540 observations, including the class: 20 are numeric and 20 are nominal. \r\nThere are missing values in 302 of the instances.\r\n\r\n```\r\n 1. timestamp: numeric;19500101 - 21001231 \r\n 2. cylinder number: nominal \r\n 3. customer: nominal; \r\n 4. job number: nominal; \r\n 5. grain screened: nominal; yes, no \r\n 6. ink color: nominal; key, type \r\n 7. proof on ctd ink: nominal; yes, no \r\n 8. blade mfg: nominal; benton, daetwyler, uddeholm \r\n 9. cylinder division: nominal; gallatin, warsaw, mattoon \r\n 10. paper type: nominal; uncoated, coated, super \r\n 11. ink type: nominal; uncoated, coated, cover \r\n 12. direct steam: nominal; use; yes, no * \r\n 13. solvent type: nominal; xylol, lactol, naptha, line, other \r\n 14. type on cylinder: nominal; yes, no \r\n 15. press type: nominal; use; 70 wood hoe, 70 motter, 70 albert, 94 motter \r\n 16. press: nominal; 821, 802, 813, 824, 815, 816, 827, 828 \r\n 17. unit number: nominal; 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 \r\n 18. cylinder size: nominal; catalog, spiegel, tabloid \r\n 19. paper mill location: nominal; north us, south us, canadian, \r\n scandanavian, mid european \r\n 20. plating tank: nominal; 1910, 1911, other \r\n 21. proof cut: numeric; 0-100 \r\n 22. viscosity: numeric; 0-100 \r\n 23. caliper: numeric; 0-1.0 \r\n 24. ink temperature: numeric; 5-30 \r\n 25. humifity: numeric; 5-120 \r\n 26. roughness: numeric; 0-2 \r\n 27. blade pressure: numeric; 10-75 \r\n 28. varnish pct: numeric; 0-100 \r\n 29. press speed: numeric; 0-4000 \r\n 30. ink pct: numeric; 0-100 \r\n 31. solvent pct: numeric; 0-100 \r\n 32. ESA Voltage: numeric; 0-16 \r\n 33. ESA Amperage: numeric; 0-10 \r\n 34. wax: numeric ; 0-4.0 \r\n 35. hardener: numeric; 0-3.0 \r\n 36. roller durometer: numeric; 15-120 \r\n 37. current density: numeric; 20-50 \r\n 38. anode space ratio: numeric; 70-130 \r\n 39. chrome content: numeric; 80-120 \r\n 40. band type: nominal; class; band, no band \r\n```\r\n\r\n**Notes**: \r\n* cylinder number is an identifier and should be ignored when modeling the data\r\n* data set consists of 540 observations. UCI explanation states 541, which is wrong. \r\n\r\n### Relevant Papers\r\n\r\nEvans, B., and Fisher, D. (1994). Overcoming process delays with decision tree induction. IEEE Expert, Vol. 9, No. 1, 60--66.\r\n", "format": "ARFF", "uploader": "Pieter Gijsbers", "uploader_id": 869, "visibility": "public", "creator": null, "contributor": null, "date": "2016-03-30 22:09:17", "update_comment": null, "last_update": "2016-03-30 22:09:17", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1854224\/phpAz9Len", "default_target_attribute": "band_type", "row_id_attribute": null, "ignore_attribute": "\"timestamp\",\"cylinder_number\"", "runs": 0, "suggest": { "input": [ "cylinder-bands", "### Description Cylinder bands UCI dataset - Process delays known as cylinder banding in rotogravure printing were substantially mitigated using control rules discovered by decision tree induction. ### Attribute Information There are 40 attributes for 540 observations, including the class: 20 are numeric and 20 are nominal. 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