├── scripts └── main.py ├── README.md ├── datapackage.json └── data └── breast-cancer.csv /scripts/main.py: -------------------------------------------------------------------------------- 1 | from urllib.request import urlopen 2 | 3 | with open("../data/breast-cancer.csv", "w") as bumps_file: 4 | # bumps_file.write("season,age,childish-disease,trauma,surgical-intervention,fevers,alcoholic," 5 | # "smoking,sitting,output\n") 6 | for line in urlopen("https://www.openml.org/data/get_csv/13/dataset_13_breast-cancer.arff"): 7 | decodedLine = line.decode('UTF-8') 8 | decodedLine = decodedLine.replace('?', '') 9 | decodedLine = decodedLine.replace('"', '') 10 | decodedLine = decodedLine.replace('\'', '') 11 | decodedLine = decodedLine.replace('yes', 'true') 12 | decodedLine = decodedLine.replace('no', 'false') 13 | decodedLine = decodedLine.lower() 14 | print(decodedLine.strip()) 15 | bumps_file.write(decodedLine.strip() + '\n') 16 | bumps_file.close() 17 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | badge 2 | 3 | This is a dataset about breast cancer occurrences. 4 | 5 | ## Data 6 | 7 | This dataset is taken from [OpenML - breast-cancer](https://www.openml.org/d/13) 8 | 9 | This breast cancer domain was obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia. Thanks go to M. Zwitter and M. Soklic for providing the data. 10 | Please include this citation if you plan to use this database. 11 | 12 | Matjaz Zwitter & Milan Soklic (physicians) Institute of Oncology University Medical Center Ljubljana, Yugoslavia -- Donors: Ming Tan and Jeff Schlimmer (Jeffrey.Schlimmer@a.gp.cs.cmu.edu) -- Date: 11 July 1988. 13 | 14 | * 286 instances 15 | * 10 attributes 16 | * Missing values: yes 17 | 18 | Class Distribution: 19 | * no-recurrence-events: 201 instances 20 | * recurrence-events: 85 instances 21 | 22 | ### Output data 23 | Output data is located in directory `data` 24 | 25 | `data/breast-cancer.csv` 26 | 27 | ## Scripts 28 | 29 | Scripts for dataset are located in directory `scripts` 30 | 31 | `scripts/main.py` 32 | 33 | ## Licence 34 | Licensed under the [Public Domain Dedication and License][pddl] (assuming 35 | either no rights or public domain license in source data). 36 | 37 | [pddl]: http://opendatacommons.org/licenses/pddl/1.0/ -------------------------------------------------------------------------------- /datapackage.json: -------------------------------------------------------------------------------- 1 | { 2 | "title": "Breast cancer", 3 | "name": "breast-cancer", 4 | "sources": [ 5 | { 6 | "title": "OpenML - breast-cancer", 7 | "path": "https://www.openml.org/d/13" 8 | } 9 | ], 10 | "licences": [ 11 | { 12 | "name": "odc-pddl", 13 | "title": "Open Data Commons Public Domain Dedication and Licence (PDDL)", 14 | "path": "http://opendatacommons.org/licenses/pddl/" 15 | } 16 | ], 17 | "resources": [ 18 | { 19 | "path": "data/breast-cancer.csv", 20 | "profile": "tabular-data-resource", 21 | "encoding": "utf-8", 22 | "name": "breast-cancer", 23 | "format": "csv", 24 | "mediatype": "text/csv", 25 | "schema": { 26 | "fields": [ 27 | { 28 | "name": "age", 29 | "type": "string", 30 | "format": "default", 31 | "description": "10-19, 20-29, 30-39, 40-49, 50-59, 60-69, 70-79, 80-89, 90-99." 32 | }, 33 | { 34 | "name": "mefalsepause", 35 | "type": "string", 36 | "format": "default", 37 | "description": "lt40, ge40, premeno" 38 | }, 39 | { 40 | "name": "tumor-size", 41 | "type": "string", 42 | "format": "default", 43 | "description": "0-4, 5-9, 10-14, 15-19, 20-24, 25-29, 30-34, 35-39, 40-44, 45-49, 50-54, 55-59" 44 | }, 45 | { 46 | "name": "inv-falsedes", 47 | "type": "string", 48 | "format": "default", 49 | "description": "0-2, 3-5, 6-8, 9-11, 12-14, 15-17, 18-20, 21-23, 24-26, 27-29, 30-32, 33-35, 36-39" 50 | }, 51 | { 52 | "name": "falsede-caps", 53 | "type": "boolean", 54 | "format": "default", 55 | "description": "yes, no" 56 | }, 57 | { 58 | "name": "deg-malig", 59 | "type": "integer", 60 | "format": "default", 61 | "description": "1, 2, 3" 62 | }, 63 | { 64 | "name": "breast", 65 | "type": "string", 66 | "format": "default", 67 | "description": "left, right" 68 | }, 69 | { 70 | "name": "breast-quad", 71 | "type": "string", 72 | "format": "default", 73 | "description": "left-up, left-low, right-up, right-low, central" 74 | }, 75 | { 76 | "name": "irradiat", 77 | "type": "boolean", 78 | "format": "default", 79 | "description": "yes, no" 80 | }, 81 | { 82 | "name": "class", 83 | "type": "string", 84 | "format": "default", 85 | "description": "no-recurrence-events, recurrence-events" 86 | } 87 | ], 88 | "missingValues": [ 89 | "" 90 | ] 91 | } 92 | } 93 | ] 94 | } -------------------------------------------------------------------------------- /data/breast-cancer.csv: -------------------------------------------------------------------------------- 1 | age,mefalsepause,tumor-size,inv-falsedes,falsede-caps,deg-malig,breast,breast-quad,irradiat,class 2 | 40-49,premefalse,15-19,0-2,true,3,right,left_up,false,recurrence-events 3 | 50-59,ge40,15-19,0-2,false,1,right,central,false,false-recurrence-events 4 | 50-59,ge40,35-39,0-2,false,2,left,left_low,false,recurrence-events 5 | 40-49,premefalse,35-39,0-2,true,3,right,left_low,true,false-recurrence-events 6 | 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40-49,premefalse,25-29,0-2,false,1,right,right_low,false,false-recurrence-events 199 | 40-49,premefalse,25-29,0-2,false,1,left,right_low,false,false-recurrence-events 200 | 60-69,ge40,40-44,3-5,true,3,right,left_low,false,recurrence-events 201 | 50-59,ge40,25-29,0-2,false,2,left,left_low,false,false-recurrence-events 202 | 50-59,premefalse,30-34,0-2,false,3,right,left_up,true,recurrence-events 203 | 40-49,ge40,30-34,3-5,false,3,left,left_low,false,recurrence-events 204 | 40-49,premefalse,25-29,0-2,false,1,right,left_low,true,false-recurrence-events 205 | 40-49,ge40,25-29,12-14,true,3,left,right_low,true,recurrence-events 206 | 40-49,premefalse,40-44,0-2,false,1,left,left_low,false,recurrence-events 207 | 40-49,premefalse,20-24,0-2,false,2,left,left_low,false,false-recurrence-events 208 | 50-59,ge40,25-29,0-2,false,1,left,right_low,false,false-recurrence-events 209 | 70-79,ge40,40-44,0-2,false,1,right,left_up,false,false-recurrence-events 210 | 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30-39,premefalse,20-24,0-2,false,2,left,right_low,false,false-recurrence-events 223 | 40-49,premefalse,10-14,0-2,false,2,right,left_low,false,false-recurrence-events 224 | 50-59,premefalse,15-19,0-2,false,2,right,right_low,false,false-recurrence-events 225 | 50-59,premefalse,25-29,0-2,false,1,right,left_up,false,false-recurrence-events 226 | 60-69,ge40,20-24,0-2,false,2,right,left_up,false,false-recurrence-events 227 | 60-69,ge40,40-44,0-2,false,2,right,left_low,false,recurrence-events 228 | 30-39,lt40,15-19,0-2,false,3,right,left_up,false,false-recurrence-events 229 | 40-49,premefalse,30-34,12-14,true,3,left,left_up,true,recurrence-events 230 | 60-69,ge40,30-34,0-2,true,2,right,right_up,true,recurrence-events 231 | 50-59,ge40,30-34,0-2,false,3,left,,false,recurrence-events 232 | 70-79,ge40,10-14,0-2,false,2,left,central,false,false-recurrence-events 233 | 30-39,premefalse,40-44,0-2,false,2,left,left_low,true,false-recurrence-events 234 | 40-49,premefalse,30-34,0-2,false,2,right,right_low,false,false-recurrence-events 235 | 40-49,premefalse,30-34,0-2,false,1,left,left_low,false,false-recurrence-events 236 | 40-49,premefalse,10-14,0-2,false,2,left,left_low,false,false-recurrence-events 237 | 60-69,ge40,20-24,0-2,false,1,left,left_low,false,false-recurrence-events 238 | 50-59,ge40,10-14,0-2,false,1,left,left_up,false,false-recurrence-events 239 | 50-59,premefalse,25-29,0-2,false,1,left,left_low,false,false-recurrence-events 240 | 50-59,ge40,30-34,9-11,true,3,left,right_low,true,recurrence-events 241 | 50-59,ge40,10-14,0-2,false,2,left,left_low,false,false-recurrence-events 242 | 40-49,premefalse,30-34,0-2,false,1,left,right_up,false,false-recurrence-events 243 | 70-79,ge40,0-4,0-2,false,1,left,right_low,false,false-recurrence-events 244 | 40-49,premefalse,25-29,0-2,false,3,right,left_up,true,false-recurrence-events 245 | 50-59,premefalse,25-29,0-2,false,3,right,left_low,true,recurrence-events 246 | 50-59,ge40,40-44,0-2,false,2,left,left_low,false,false-recurrence-events 247 | 60-69,ge40,25-29,0-2,false,3,left,right_low,true,recurrence-events 248 | 40-49,premefalse,30-34,3-5,true,2,right,left_low,false,false-recurrence-events 249 | 50-59,ge40,20-24,0-2,false,2,left,left_up,false,recurrence-events 250 | 70-79,ge40,20-24,0-2,false,3,left,left_up,false,false-recurrence-events 251 | 30-39,premefalse,25-29,0-2,false,1,left,central,false,false-recurrence-events 252 | 60-69,ge40,30-34,0-2,false,2,left,left_low,false,false-recurrence-events 253 | 40-49,premefalse,20-24,3-5,true,2,right,right_up,true,recurrence-events 254 | 50-59,ge40,30-34,9-11,,3,left,left_low,true,false-recurrence-events 255 | 50-59,ge40,0-4,0-2,false,2,left,central,false,false-recurrence-events 256 | 40-49,premefalse,20-24,0-2,false,3,right,left_low,true,false-recurrence-events 257 | 60-69,ge40,30-34,0-2,false,1,left,left_up,false,false-recurrence-events 258 | 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50-59,premefalse,25-29,3-5,true,2,left,left_low,true,false-recurrence-events 271 | 30-39,premefalse,30-34,6-8,true,2,right,right_up,false,false-recurrence-events 272 | 50-59,premefalse,15-19,0-2,false,2,right,left_low,false,false-recurrence-events 273 | 50-59,ge40,40-44,0-2,false,3,left,right_up,false,false-recurrence-events 274 | --------------------------------------------------------------------------------