Skip to content

Instantly share code, notes, and snippets.

@saqibameen

saqibameen/breast-cancer-dataset.csv

Last active October 7, 2021 07:53
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save saqibameen/a3ba9e072bb567dcef4fc103cc977e77 to your computer and use it in GitHub Desktop.
Save saqibameen/a3ba9e072bb567dcef4fc103cc977e77 to your computer and use it in GitHub Desktop.
Download ZIP
Open ML Breast Cancer Dataset. Source: https://www.openml.org/d/13
Raw
breast-cancer-dataset.csv
age menopause tumor-size inv-nodes node-caps deg-malig breast breast-quad irradiat Class
40-49 premeno 15-19 0-2 yes 3 right left_up no recurrence-events
50-59 ge40 15-19 0-2 no 1 right central no no-recurrence-events
50-59 ge40 35-39 0-2 no 2 left left_low no recurrence-events
40-49 premeno 35-39 0-2 yes 3 right left_low yes no-recurrence-events
40-49 premeno 30-34 3-5 yes 2 left right_up no recurrence-events
50-59 premeno 25-29 3-5 no 2 right left_up yes no-recurrence-events
50-59 ge40 40-44 0-2 no 3 left left_up no no-recurrence-events
40-49 premeno 10-14 0-2 no 2 left left_up no no-recurrence-events
40-49 premeno 0-4 0-2 no 2 right right_low no no-recurrence-events
40-49 ge40 40-44 15-17 yes 2 right left_up yes no-recurrence-events
50-59 premeno 25-29 0-2 no 2 left left_low no no-recurrence-events
60-69 ge40 15-19 0-2 no 2 right left_up no no-recurrence-events
50-59 ge40 30-34 0-2 no 1 right central no no-recurrence-events
50-59 ge40 25-29 0-2 no 2 right left_up no no-recurrence-events
40-49 premeno 25-29 0-2 no 2 left left_low yes recurrence-events
30-39 premeno 20-24 0-2 no 3 left central no no-recurrence-events
50-59 premeno 10-14 3-5 no 1 right left_up no no-recurrence-events
60-69 ge40 15-19 0-2 no 2 right left_up no no-recurrence-events
50-59 premeno 40-44 0-2 no 2 left left_up no no-recurrence-events
50-59 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
50-59 lt40 20-24 0-2 ? 1 left left_low no recurrence-events
60-69 ge40 40-44 3-5 no 2 right left_up yes no-recurrence-events
50-59 ge40 15-19 0-2 no 2 right left_low no no-recurrence-events
40-49 premeno 10-14 0-2 no 1 right left_up no no-recurrence-events
30-39 premeno 15-19 6-8 yes 3 left left_low yes recurrence-events
50-59 ge40 20-24 3-5 yes 2 right left_up no no-recurrence-events
50-59 ge40 10-14 0-2 no 2 right left_low no no-recurrence-events
40-49 premeno 10-14 0-2 no 1 right left_up no no-recurrence-events
60-69 ge40 30-34 3-5 yes 3 left left_low no no-recurrence-events
40-49 premeno 15-19 15-17 yes 3 left left_low no recurrence-events
60-69 ge40 30-34 0-2 no 3 right central no recurrence-events
60-69 ge40 25-29 3-5 ? 1 right left_low yes no-recurrence-events
50-59 ge40 25-29 0-2 no 3 left right_up no no-recurrence-events
50-59 ge40 20-24 0-2 no 3 right left_up no no-recurrence-events
40-49 premeno 30-34 0-2 no 1 left left_low yes recurrence-events
30-39 premeno 15-19 0-2 no 1 left left_low no no-recurrence-events
40-49 premeno 10-14 0-2 no 2 right left_up no no-recurrence-events
60-69 ge40 45-49 6-8 yes 3 left central no no-recurrence-events
40-49 ge40 20-24 0-2 no 3 left left_low no no-recurrence-events
40-49 premeno 10-14 0-2 no 1 right right_low no no-recurrence-events
30-39 premeno 35-39 0-2 no 3 left left_low no recurrence-events
40-49 premeno 35-39 9-11 yes 2 right right_up yes no-recurrence-events
60-69 ge40 25-29 0-2 no 2 right left_low no no-recurrence-events
50-59 ge40 20-24 3-5 yes 3 right right_up no recurrence-events
30-39 premeno 15-19 0-2 no 1 left left_low no no-recurrence-events
50-59 premeno 30-34 0-2 no 3 left right_up no recurrence-events
60-69 ge40 10-14 0-2 no 2 right left_up yes no-recurrence-events
40-49 premeno 35-39 0-2 yes 3 right left_up yes no-recurrence-events
50-59 premeno 50-54 0-2 yes 2 right left_up yes no-recurrence-events
50-59 ge40 40-44 0-2 no 3 right left_up no no-recurrence-events
70-79 ge40 15-19 9-11 ? 1 left left_low yes recurrence-events
50-59 lt40 30-34 0-2 no 3 right left_up no no-recurrence-events
40-49 premeno 0-4 0-2 no 3 left central no no-recurrence-events
70-79 ge40 40-44 0-2 no 1 right right_up no no-recurrence-events
40-49 premeno 25-29 0-2 ? 2 left right_low yes no-recurrence-events
50-59 ge40 25-29 15-17 yes 3 right left_up no no-recurrence-events
50-59 premeno 20-24 0-2 no 1 left left_low no no-recurrence-events
50-59 ge40 35-39 15-17 no 3 left left_low no no-recurrence-events
50-59 ge40 50-54 0-2 no 1 right right_up no no-recurrence-events
30-39 premeno 0-4 0-2 no 2 right central no recurrence-events
50-59 ge40 40-44 6-8 yes 3 left left_low yes recurrence-events
40-49 premeno 30-34 0-2 no 2 right right_up yes no-recurrence-events
40-49 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
40-49 premeno 30-34 15-17 yes 3 left left_low no recurrence-events
40-49 ge40 20-24 0-2 no 2 right left_up no recurrence-events
50-59 ge40 15-19 0-2 no 1 right central no no-recurrence-events
30-39 premeno 25-29 0-2 no 2 right left_low no no-recurrence-events
60-69 ge40 15-19 0-2 no 2 left left_low no no-recurrence-events
50-59 premeno 50-54 9-11 yes 2 right left_up no recurrence-events
30-39 premeno 10-14 0-2 no 1 right left_low no no-recurrence-events
50-59 premeno 25-29 3-5 yes 3 left left_low yes recurrence-events
60-69 ge40 25-29 3-5 ? 1 right left_up yes no-recurrence-events
60-69 ge40 10-14 0-2 no 1 right left_low no no-recurrence-events
50-59 ge40 30-34 6-8 yes 3 left right_low no recurrence-events
30-39 premeno 25-29 6-8 yes 3 left right_low yes recurrence-events
50-59 ge40 10-14 0-2 no 1 left left_low no no-recurrence-events
50-59 premeno 15-19 0-2 no 1 left left_low no no-recurrence-events
40-49 premeno 25-29 0-2 no 2 right central no no-recurrence-events
40-49 premeno 25-29 0-2 no 3 left right_up no recurrence-events
60-69 ge40 30-34 6-8 yes 2 right right_up no no-recurrence-events
50-59 lt40 15-19 0-2 no 2 left left_low no no-recurrence-events
40-49 premeno 25-29 0-2 no 2 right left_low no no-recurrence-events
40-49 premeno 30-34 0-2 no 1 right left_up no no-recurrence-events
60-69 ge40 15-19 0-2 no 2 left left_up yes no-recurrence-events
30-39 premeno 0-4 0-2 no 2 right central no no-recurrence-events
50-59 ge40 35-39 0-2 no 3 left left_up no no-recurrence-events
40-49 premeno 40-44 0-2 no 1 right left_up no no-recurrence-events
30-39 premeno 25-29 6-8 yes 2 right left_up yes no-recurrence-events
50-59 ge40 20-24 0-2 no 1 right left_low no no-recurrence-events
50-59 ge40 30-34 0-2 no 1 left left_up no no-recurrence-events
60-69 ge40 20-24 0-2 no 1 right left_up no recurrence-events
30-39 premeno 30-34 3-5 no 3 right left_up yes recurrence-events
50-59 lt40 20-24 0-2 ? 1 left left_up no recurrence-events
50-59 premeno 10-14 0-2 no 2 right left_up no no-recurrence-events
50-59 ge40 20-24 0-2 no 2 right left_up no no-recurrence-events
40-49 premeno 45-49 0-2 no 2 left left_low yes no-recurrence-events
30-39 premeno 40-44 0-2 no 1 left left_up no recurrence-events
50-59 premeno 10-14 0-2 no 1 left left_low no no-recurrence-events
60-69 ge40 30-34 0-2 no 3 right left_up yes recurrence-events
40-49 premeno 35-39 0-2 no 1 right left_up no recurrence-events
40-49 premeno 20-24 3-5 yes 2 left left_low yes recurrence-events
50-59 premeno 15-19 0-2 no 2 left left_low no recurrence-events
50-59 ge40 30-34 0-2 no 3 right left_low no no-recurrence-events
60-69 ge40 20-24 0-2 no 2 left left_up no no-recurrence-events
40-49 premeno 20-24 0-2 no 1 left right_low no no-recurrence-events
60-69 ge40 30-34 3-5 yes 2 left central yes recurrence-events
60-69 ge40 20-24 3-5 no 2 left left_low yes recurrence-events
50-59 premeno 25-29 0-2 no 2 left right_up no recurrence-events
50-59 ge40 30-34 0-2 no 1 right right_up no no-recurrence-events
40-49 premeno 20-24 0-2 no 2 left right_low no no-recurrence-events
60-69 ge40 15-19 0-2 no 1 right left_up no no-recurrence-events
60-69 ge40 30-34 0-2 no 2 left left_low yes no-recurrence-events
30-39 premeno 30-34 0-2 no 2 left left_up no no-recurrence-events
30-39 premeno 40-44 3-5 no 3 right right_up yes no-recurrence-events
60-69 ge40 5-9 0-2 no 1 left central no no-recurrence-events
60-69 ge40 10-14 0-2 no 1 left left_up no no-recurrence-events
40-49 premeno 30-34 6-8 yes 3 right left_up no recurrence-events
60-69 ge40 10-14 0-2 no 1 left left_up no no-recurrence-events
40-49 premeno 35-39 9-11 yes 2 right left_up yes no-recurrence-events
40-49 premeno 20-24 0-2 no 1 right left_low no no-recurrence-events
40-49 premeno 30-34 0-2 yes 3 right right_up no recurrence-events
50-59 premeno 25-29 0-2 yes 2 left left_up no no-recurrence-events
40-49 premeno 15-19 0-2 no 2 left left_low no no-recurrence-events
30-39 premeno 35-39 9-11 yes 3 left left_low no recurrence-events
30-39 premeno 10-14 0-2 no 2 left right_low no no-recurrence-events
50-59 ge40 30-34 0-2 no 1 right left_low no no-recurrence-events
60-69 ge40 30-34 0-2 no 2 left left_up no no-recurrence-events
60-69 ge40 25-29 0-2 no 2 left left_low no no-recurrence-events
40-49 premeno 15-19 0-2 no 2 left left_up no recurrence-events
60-69 ge40 15-19 0-2 no 2 right left_low no no-recurrence-events
40-49 premeno 30-34 0-2 no 2 left right_low no no-recurrence-events
20-29 premeno 35-39 0-2 no 2 right right_up no no-recurrence-events
40-49 premeno 30-34 0-2 no 3 right right_up no recurrence-events
40-49 premeno 25-29 0-2 no 2 right left_low no recurrence-events
30-39 premeno 30-34 0-2 no 3 left left_low no no-recurrence-events
30-39 premeno 15-19 0-2 no 1 right left_low no recurrence-events
50-59 ge40 0-4 0-2 no 1 right central no no-recurrence-events
50-59 ge40 0-4 0-2 no 1 left left_low no no-recurrence-events
60-69 ge40 50-54 0-2 no 3 right left_up no recurrence-events
50-59 premeno 30-34 0-2 no 1 left central no no-recurrence-events
60-69 ge40 20-24 24-26 yes 3 left left_low yes recurrence-events
40-49 premeno 25-29 0-2 no 2 left left_up no no-recurrence-events
40-49 premeno 30-34 3-5 no 2 right left_up no recurrence-events
50-59 premeno 20-24 3-5 yes 2 left left_low no no-recurrence-events
50-59 ge40 15-19 0-2 yes 2 left central yes no-recurrence-events
50-59 premeno 10-14 0-2 no 3 left left_low no no-recurrence-events
30-39 premeno 30-34 9-11 no 2 right left_up yes recurrence-events
60-69 ge40 10-14 0-2 no 1 left left_low no no-recurrence-events
40-49 premeno 40-44 0-2 no 2 right left_low no no-recurrence-events
50-59 ge40 30-34 9-11 ? 3 left left_up yes no-recurrence-events
40-49 premeno 50-54 0-2 no 2 right left_low yes recurrence-events
50-59 ge40 15-19 0-2 no 2 right right_up no no-recurrence-events
50-59 ge40 40-44 3-5 yes 2 left left_low no no-recurrence-events
30-39 premeno 25-29 3-5 yes 3 left left_low yes recurrence-events
60-69 ge40 10-14 0-2 no 2 left left_low no no-recurrence-events
60-69 lt40 10-14 0-2 no 1 left right_up no no-recurrence-events
30-39 premeno 30-34 0-2 no 2 left left_up no recurrence-events
30-39 premeno 20-24 3-5 yes 2 left left_low no recurrence-events
50-59 ge40 10-14 0-2 no 1 right left_up no no-recurrence-events
60-69 ge40 25-29 0-2 no 3 right left_up no no-recurrence-events
50-59 ge40 25-29 3-5 yes 3 right left_up no no-recurrence-events
40-49 premeno 30-34 6-8 no 2 left left_up no no-recurrence-events
60-69 ge40 50-54 0-2 no 2 left left_low no no-recurrence-events
50-59 premeno 30-34 0-2 no 3 left left_low no no-recurrence-events
40-49 ge40 20-24 3-5 no 3 right left_low yes recurrence-events
50-59 ge40 30-34 6-8 yes 2 left right_low yes recurrence-events
60-69 ge40 25-29 3-5 no 2 right right_up no recurrence-events
40-49 premeno 20-24 0-2 no 2 left central no no-recurrence-events
40-49 premeno 20-24 0-2 no 2 left left_up no no-recurrence-events
40-49 premeno 50-54 0-2 no 2 left left_low no no-recurrence-events
50-59 ge40 20-24 0-2 no 2 right central no recurrence-events
50-59 ge40 30-34 3-5 no 3 right left_up no recurrence-events
40-49 ge40 25-29 0-2 no 2 left left_low no no-recurrence-events
50-59 premeno 25-29 0-2 no 1 right left_up no recurrence-events
40-49 premeno 40-44 3-5 yes 3 right left_up yes no-recurrence-events
40-49 premeno 20-24 0-2 no 2 right left_up no no-recurrence-events
40-49 premeno 20-24 3-5 no 2 right left_up no no-recurrence-events
40-49 premeno 25-29 9-11 yes 3 right left_up no recurrence-events
40-49 premeno 25-29 0-2 no 2 right left_low no recurrence-events
40-49 premeno 20-24 0-2 no 1 right right_up no no-recurrence-events
30-39 premeno 40-44 0-2 no 2 right right_up no no-recurrence-events
60-69 ge40 10-14 6-8 yes 3 left left_up yes recurrence-events
40-49 premeno 35-39 0-2 no 1 left left_low no no-recurrence-events
50-59 ge40 30-34 3-5 no 3 left left_low no recurrence-events
40-49 premeno 5-9 0-2 no 1 left left_low yes no-recurrence-events
60-69 ge40 15-19 0-2 no 1 left right_low no no-recurrence-events
40-49 premeno 30-34 0-2 no 3 right right_up no no-recurrence-events
40-49 premeno 25-29 0-2 no 3 left left_up no recurrence-events
50-59 ge40 5-9 0-2 no 2 right right_up no no-recurrence-events
50-59 premeno 25-29 0-2 no 2 right right_low no no-recurrence-events
50-59 premeno 25-29 0-2 no 2 left right_up no recurrence-events
40-49 premeno 10-14 0-2 no 2 left left_low yes no-recurrence-events
60-69 ge40 35-39 6-8 yes 3 left left_low no recurrence-events
60-69 ge40 50-54 0-2 no 2 right left_up yes no-recurrence-events
40-49 premeno 25-29 0-2 no 2 right left_up no no-recurrence-events
30-39 premeno 20-24 3-5 no 2 right central no no-recurrence-events
30-39 premeno 30-34 0-2 no 1 right left_up no recurrence-events
60-69 lt40 30-34 0-2 no 1 left left_low no no-recurrence-events
40-49 premeno 15-19 12-14 no 3 right right_low yes no-recurrence-events
60-69 ge40 20-24 0-2 no 3 right left_low no recurrence-events
30-39 premeno 5-9 0-2 no 2 left right_low no no-recurrence-events
40-49 premeno 30-34 0-2 no 3 left left_up no no-recurrence-events
60-69 ge40 30-34 0-2 no 3 left left_low no no-recurrence-events
40-49 premeno 25-29 0-2 no 1 right right_low no no-recurrence-events
40-49 premeno 25-29 0-2 no 1 left right_low no no-recurrence-events
60-69 ge40 40-44 3-5 yes 3 right left_low no recurrence-events
50-59 ge40 25-29 0-2 no 2 left left_low no no-recurrence-events
50-59 premeno 30-34 0-2 no 3 right left_up yes recurrence-events
40-49 ge40 30-34 3-5 no 3 left left_low no recurrence-events
40-49 premeno 25-29 0-2 no 1 right left_low yes no-recurrence-events
40-49 ge40 25-29 12-14 yes 3 left right_low yes recurrence-events
40-49 premeno 40-44 0-2 no 1 left left_low no recurrence-events
40-49 premeno 20-24 0-2 no 2 left left_low no no-recurrence-events
50-59 ge40 25-29 0-2 no 1 left right_low no no-recurrence-events
40-49 premeno 20-24 0-2 no 2 right left_up no no-recurrence-events
70-79 ge40 40-44 0-2 no 1 right left_up no no-recurrence-events
60-69 ge40 25-29 0-2 no 3 left left_up no recurrence-events
50-59 premeno 25-29 0-2 no 2 left left_low no no-recurrence-events
60-69 ge40 45-49 0-2 no 1 right right_up yes recurrence-events
50-59 ge40 20-24 0-2 yes 2 right left_up no no-recurrence-events
50-59 ge40 25-29 0-2 no 1 left left_low no no-recurrence-events
50-59 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
40-49 premeno 20-24 3-5 no 2 right left_low no no-recurrence-events
50-59 ge40 35-39 0-2 no 2 left left_up no no-recurrence-events
30-39 premeno 20-24 0-2 no 3 left left_up yes recurrence-events
60-69 ge40 30-34 0-2 no 1 right left_up no no-recurrence-events
60-69 ge40 25-29 0-2 no 3 right left_low no no-recurrence-events
40-49 ge40 30-34 0-2 no 2 left left_up yes no-recurrence-events
30-39 premeno 25-29 0-2 no 2 left left_low no no-recurrence-events
40-49 premeno 20-24 0-2 no 2 left left_low no recurrence-events
30-39 premeno 20-24 0-2 no 2 left right_low no no-recurrence-events
40-49 premeno 10-14 0-2 no 2 right left_low no no-recurrence-events
50-59 premeno 15-19 0-2 no 2 right right_low no no-recurrence-events
50-59 premeno 25-29 0-2 no 1 right left_up no no-recurrence-events
60-69 ge40 20-24 0-2 no 2 right left_up no no-recurrence-events
60-69 ge40 40-44 0-2 no 2 right left_low no recurrence-events
30-39 lt40 15-19 0-2 no 3 right left_up no no-recurrence-events
40-49 premeno 30-34 12-14 yes 3 left left_up yes recurrence-events
60-69 ge40 30-34 0-2 yes 2 right right_up yes recurrence-events
50-59 ge40 40-44 6-8 yes 3 left left_low yes recurrence-events
50-59 ge40 30-34 0-2 no 3 left ? no recurrence-events
70-79 ge40 10-14 0-2 no 2 left central no no-recurrence-events
30-39 premeno 40-44 0-2 no 2 left left_low yes no-recurrence-events
40-49 premeno 30-34 0-2 no 2 right right_low no no-recurrence-events
40-49 premeno 30-34 0-2 no 1 left left_low no no-recurrence-events
60-69 ge40 15-19 0-2 no 2 left left_low no no-recurrence-events
40-49 premeno 10-14 0-2 no 2 left left_low no no-recurrence-events
60-69 ge40 20-24 0-2 no 1 left left_low no no-recurrence-events
50-59 ge40 10-14 0-2 no 1 left left_up no no-recurrence-events
50-59 premeno 25-29 0-2 no 1 left left_low no no-recurrence-events
50-59 ge40 30-34 9-11 yes 3 left right_low yes recurrence-events
50-59 ge40 10-14 0-2 no 2 left left_low no no-recurrence-events
40-49 premeno 30-34 0-2 no 1 left right_up no no-recurrence-events
70-79 ge40 0-4 0-2 no 1 left right_low no no-recurrence-events
40-49 premeno 25-29 0-2 no 3 right left_up yes no-recurrence-events
50-59 premeno 25-29 0-2 no 3 right left_low yes recurrence-events
50-59 ge40 40-44 0-2 no 2 left left_low no no-recurrence-events
60-69 ge40 25-29 0-2 no 3 left right_low yes recurrence-events
40-49 premeno 30-34 3-5 yes 2 right left_low no no-recurrence-events
50-59 ge40 20-24 0-2 no 2 left left_up no recurrence-events
70-79 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
30-39 premeno 25-29 0-2 no 1 left central no no-recurrence-events
60-69 ge40 30-34 0-2 no 2 left left_low no no-recurrence-events
40-49 premeno 20-24 3-5 yes 2 right right_up yes recurrence-events
50-59 ge40 30-34 9-11 ? 3 left left_low yes no-recurrence-events
50-59 ge40 0-4 0-2 no 2 left central no no-recurrence-events
40-49 premeno 20-24 0-2 no 3 right left_low yes no-recurrence-events
30-39 premeno 35-39 0-2 no 3 left left_low no recurrence-events
60-69 ge40 30-34 0-2 no 1 left left_up no no-recurrence-events
60-69 ge40 20-24 0-2 no 1 left left_low no no-recurrence-events
50-59 ge40 25-29 6-8 no 3 left left_low yes recurrence-events
50-59 premeno 35-39 15-17 yes 3 right right_up no recurrence-events
30-39 premeno 20-24 3-5 yes 2 right left_up yes no-recurrence-events
40-49 premeno 20-24 6-8 no 2 right left_low yes no-recurrence-events
50-59 ge40 35-39 0-2 no 3 left left_low no no-recurrence-events
50-59 premeno 35-39 0-2 no 2 right left_up no no-recurrence-events
40-49 premeno 25-29 0-2 no 2 left left_up yes no-recurrence-events
40-49 premeno 35-39 0-2 no 2 right right_up no no-recurrence-events
50-59 premeno 30-34 3-5 yes 2 left left_low yes no-recurrence-events
40-49 premeno 20-24 0-2 no 2 right right_up no no-recurrence-events
60-69 ge40 15-19 0-2 no 3 right left_up yes no-recurrence-events
50-59 ge40 30-34 6-8 yes 2 left left_low no no-recurrence-events
50-59 premeno 25-29 3-5 yes 2 left left_low yes no-recurrence-events
30-39 premeno 30-34 6-8 yes 2 right right_up no no-recurrence-events
50-59 premeno 15-19 0-2 no 2 right left_low no no-recurrence-events
50-59 ge40 40-44 0-2 no 3 left right_up no no-recurrence-events
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment