{ "name": "sick", "title": "Sick", "resources": [ { "path": "sick.arff", "pathType": "local", "name": "sick", "format": "arff", "encoding": "ISO-8859-1" }, { "path": "sick.csv", "pathType": "local", "name": "sick", "format": "csv", "mediatype": "text/csv", "encoding": "ISO-8859-1", "dialect": { "delimiter": ",", "quoteChar": "\"" }, "schema": { "fields": [ { "name": "age", "type": "number", "format": "default" }, { "name": "sex", "type": "string", "format": "default" }, { "name": "on_thyroxine", "type": "string", "format": "default" }, { "name": "query_on_thyroxine", "type": "string", "format": "default" }, { "name": "on_antithyroid_medication", "type": "string", "format": "default" }, { "name": "sick", "type": "string", "format": "default" }, { "name": "pregnant", "type": "string", "format": "default" }, { "name": "thyroid_surgery", "type": "string", "format": "default" }, { "name": "I131_treatment", "type": "string", "format": "default" }, { "name": "query_hypothyroid", "type": "string", "format": "default" }, { "name": "query_hyperthyroid", "type": "string", "format": "default" }, { "name": "lithium", "type": "string", "format": "default" }, { "name": "goitre", "type": "string", "format": "default" }, { "name": "tumor", "type": "string", "format": "default" }, { "name": "hypopituitary", "type": "string", "format": "default" }, { "name": "psych", "type": "string", "format": "default" }, { "name": "TSH_measured", "type": "string", "format": "default" }, { "name": "TSH", "type": "number", "format": "default" }, { "name": "T3_measured", "type": "string", "format": "default" }, { "name": "T3", "type": "number", "format": "default" }, { "name": "TT4_measured", "type": "string", "format": "default" }, { "name": "TT4", "type": "number", "format": "default" }, { "name": "T4U_measured", "type": "string", "format": "default" }, { "name": "T4U", "type": "number", "format": "default" }, { "name": "FTI_measured", "type": "string", "format": "default" }, { "name": "FTI", "type": "number", "format": "default" }, { "name": "TBG_measured", "type": "string", "format": "default" }, { "name": "TBG", "type": "string", "format": "default" }, { "name": "referral_source", "type": "string", "format": "default" }, { "name": "Class", "type": "string", "format": "default" } ], "missingValues": [ "" ] } } ], "readme": "The resources for this dataset can be found at https://www.openml.org/d/38\n\nAuthor: Ross Quinlan\nSource: [UCI](http://archive.ics.uci.edu/ml/datasets/thyroid+disease) \nPlease cite: Thyroid disease records supplied by the Garavan Institute and J. Ross Quinlan, New South Wales Institute, Syndney, Australia. 1987.\n\nAttribute information:\n\n```\nsick, negative. | classes\n\nage: continuous.\nsex: M, F.\non thyroxine: f, t.\nquery on thyroxine: f, t.\non antithyroid medication: f, t.\nsick: f, t.\npregnant: f, t.\nthyroid surgery: f, t.\nI131 treatment: f, t.\nquery hypothyroid: f, t.\nquery hyperthyroid: f, t.\nlithium: f, t.\ngoitre: f, t.\ntumor: f, t.\nhypopituitary: f, t.\npsych: f, t.\nTSH measured: f, t.\nTSH: continuous.\nT3 measured: f, t.\nT3: continuous.\nTT4 measured: f, t.\nTT4: continuous.\nT4U measured: f, t.\nT4U: continuous.\nFTI measured: f, t.\nFTI: continuous.\nTBG measured: f, t.\nTBG: continuous.\nreferral source: WEST, STMW, SVHC, SVI, SVHD, other.\n```\n\n``` \n Num Instances: 3772\n Num Attributes: 30\n Num Continuous: 7 (Int 1 / Real 6)\n Num Discrete: 23\n Missing values: 6064 / 5.4%\n```\n\n```\n name type enum ints real missing distinct (1)\n 1 'age' Int 0% 100% 0% 1 / 0% 93 / 2% 0% \n 2 'sex' Enum 96% 0% 0% 150 / 4% 2 / 0% 0% \n 3 'on thyroxine' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 4 'query on thyroxine' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 5 'on antithyroid medicati Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 6 'sick' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 7 'pregnant' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 8 'thyroid surgery' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 9 'I131 treatment' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 10 'query hypothyroid' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 11 'query hyperthyroid' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 12 'lithium' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 13 'goitre' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 14 'tumor' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 15 'hypopituitary' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 16 'psych' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 17 'TSH measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 18 'TSH' Real 0% 11% 79% 369 / 10% 287 / 8% 2% \n 19 'T3 measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 20 'T3' Real 0% 9% 71% 769 / 20% 69 / 2% 0% \n 21 'TT4 measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 22 'TT4' Real 0% 94% 0% 231 / 6% 241 / 6% 1% \n 23 'T4U measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 24 'T4U' Real 0% 2% 87% 387 / 10% 146 / 4% 1% \n 25 'FTI measured' Enum 100% 0% 0% 0 / 0% 2 / 0% 0% \n 26 'FTI' Real 0% 90% 0% 385 / 10% 234 / 6% 2% \n 27 'TBG measured' Enum 100% 0% 0% 0 / 0% 1 / 0% 0% \n 28 'TBG' Real 0% 0% 0% 3772 /100% 0 / 0% 0% \n 29 'referral source' Enum 100% 0% 0% 0 / 0% 5 / 0% 0% \n 30 'Class' Enum 100% 0% 0% 0 / 0% 2 / 0% 0%\n```", "description": "The resources for this dataset can be found at https://www.openml.org/d/38\n\nAuthor: Ross Quinlan\nSou", "licenses": [ { "name": "ODC-PDDL", "path": "http://opendatacommons.org/licenses/pddl/", "title": "Open Data Commons Public Domain Dedication and License" } ] }