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Unnamed: 0
int64 0
22k
| Facility_Type
int64 0
3
| Facility_Location
int64 0
5
| Age
float64 19
90
| Sex
int64 0
1
| Race
int64 0
2
| Hispanic_Ethnicity
int64 0
2
| Insurance_Status
int64 0
5
| CharlsonDeyo_Score
int64 0
3
| Histology
int64 0
5
| Laterality
int64 0
4
| Diagnostic_Biopsy
int64 0
2
| Grade
int64 0
1
| Focality
int64 0
2
| Tumor_Size
int64 0
6
| Extent_of_Resection
int64 0
3
| Radiotherapy
int64 0
2
| OUTCOME
float64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
200 | 0 | 4 | 55 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 2 | 3 | 1 | 1 | 0 |
201 | 2 | 0 | 65 | 0 | 2 | 0 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
202 | 0 | 1 | 68 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
203 | 0 | 1 | 65 | 0 | 2 | 0 | 5 | 0 | 1 | 4 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
204 | 1 | 1 | 51 | 0 | 1 | 0 | 4 | 1 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
205 | 0 | 0 | 53 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 2 | 6 | 1 | 0 | 0 |
206 | 0 | 0 | 42 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 2 | 6 | 0 | 1 | 0 |
207 | 1 | 0 | 73 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 0 |
208 | 1 | 1 | 55 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
209 | 2 | 2 | 64 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 1 | 0 |
210 | 0 | 0 | 52 | 1 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
211 | 0 | 1 | 71 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
212 | 0 | 1 | 61 | 1 | 0 | 0 | 5 | 0 | 1 | 4 | 0 | 0 | 0 | 2 | 0 | 1 | 0 |
213 | 0 | 4 | 60 | 0 | 0 | 0 | 0 | 3 | 1 | 4 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
214 | 2 | 0 | 63 | 1 | 0 | 2 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 2 | 3 | 0 | 0 |
215 | 0 | 4 | 47 | 1 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
216 | 0 | 1 | 65 | 1 | 2 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 6 | 2 | 0 | 0 |
217 | 2 | 2 | 60 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
218 | 0 | 4 | 83 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 2 | 6 | 1 | 0 | 1 |
219 | 2 | 1 | 72 | 0 | 1 | 0 | 2 | 3 | 1 | 4 | 0 | 0 | 0 | 1 | 3 | 0 | 1 |
220 | 2 | 1 | 80 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 2 | 2 | 2 | 0 |
221 | 2 | 0 | 75 | 1 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
222 | 2 | 0 | 59 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 2 | 3 | 0 | 0 |
223 | 2 | 1 | 85 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 | 0 |
224 | 1 | 0 | 71 | 1 | 0 | 0 | 1 | 0 | 4 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 |
225 | 2 | 1 | 57 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
226 | 1 | 1 | 78 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
227 | 1 | 1 | 67 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
228 | 1 | 0 | 74 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 1 | 0 | 1 |
229 | 1 | 1 | 67 | 0 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 2 | 0 | 0 |
230 | 2 | 0 | 67 | 0 | 0 | 0 | 1 | 0 | 2 | 3 | 0 | 0 | 0 | 2 | 1 | 0 | 1 |
231 | 0 | 4 | 60 | 1 | 1 | 0 | 2 | 0 | 0 | 3 | 0 | 0 | 2 | 6 | 2 | 0 | 1 |
232 | 0 | 1 | 56 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 1 | 0 |
233 | 0 | 1 | 76 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 0 | 1 | 0 | 6 | 1 | 1 | 0 |
234 | 0 | 0 | 66 | 1 | 0 | 0 | 1 | 0 | 1 | 4 | 0 | 0 | 2 | 6 | 0 | 0 | 1 |
235 | 1 | 0 | 71 | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 1 | 0 | 0 | 3 | 0 | 0 | 0 |
236 | 2 | 1 | 51 | 0 | 0 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 2 | 2 | 3 | 0 | 0 |
237 | 0 | 1 | 59 | 1 | 1 | 0 | 4 | 0 | 5 | 1 | 0 | 0 | 0 | 1 | 2 | 0 | 0 |
238 | 2 | 0 | 76 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
239 | 1 | 0 | 40 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
240 | 1 | 0 | 47 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
241 | 0 | 0 | 81 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
242 | 0 | 1 | 48 | 0 | 0 | 2 | 0 | 0 | 2 | 4 | 0 | 0 | 2 | 2 | 3 | 0 | 0 |
243 | 2 | 0 | 64 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
244 | 2 | 0 | 67 | 0 | 0 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 2 | 6 | 2 | 1 | 0 |
245 | 1 | 2 | 59 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
246 | 1 | 2 | 68 | 0 | 0 | 0 | 1 | 0 | 3 | 0 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
247 | 0 | 0 | 58 | 1 | 1 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 6 | 2 | 0 | 0 |
248 | 2 | 1 | 41 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 |
249 | 1 | 2 | 64 | 1 | 0 | 0 | 1 | 3 | 1 | 4 | 0 | 1 | 1 | 6 | 1 | 1 | 1 |
250 | 0 | 0 | 48 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 6 | 0 | 2 | 0 |
251 | 1 | 0 | 42 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
252 | 0 | 0 | 69 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 6 | 1 | 0 | 0 |
253 | 1 | 0 | 68 | 1 | 1 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
254 | 0 | 4 | 44 | 0 | 1 | 0 | 2 | 1 | 2 | 3 | 0 | 0 | 0 | 6 | 2 | 1 | 0 |
255 | 0 | 1 | 67 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 1 | 1 | 0 |
256 | 0 | 2 | 76 | 1 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
257 | 1 | 2 | 72 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 2 | 1 | 0 |
258 | 1 | 2 | 80 | 1 | 0 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 1 | 0 |
259 | 0 | 1 | 54 | 0 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 5 | 1 | 1 | 0 |
260 | 2 | 0 | 63 | 1 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 3 | 0 | 0 |
261 | 2 | 4 | 54 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 |
262 | 2 | 1 | 73 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 2 | 3 | 0 | 1 | 0 |
263 | 1 | 1 | 56 | 0 | 0 | 2 | 4 | 0 | 3 | 1 | 0 | 0 | 0 | 6 | 1 | 1 | 0 |
264 | 2 | 1 | 69 | 0 | 1 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 2 | 2 | 0 | 0 | 0 |
265 | 2 | 4 | 44 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 |
266 | 1 | 0 | 62 | 0 | 1 | 0 | 0 | 1 | 0 | 4 | 0 | 0 | 0 | 2 | 1 | 0 | 0 |
267 | 1 | 0 | 58 | 0 | 0 | 1 | 4 | 3 | 0 | 1 | 0 | 0 | 2 | 6 | 1 | 0 | 0 |
268 | 2 | 1 | 67 | 0 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 |
269 | 2 | 1 | 64 | 1 | 1 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
270 | 1 | 0 | 71 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 6 | 1 | 1 | 0 |
271 | 1 | 3 | 80 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 2 | 1 | 0 | 1 |
272 | 1 | 1 | 58 | 0 | 1 | 0 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 6 | 1 | 1 | 0 |
273 | 1 | 1 | 64 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 2 | 1 | 0 | 0 |
274 | 1 | 0 | 47 | 0 | 1 | 0 | 0 | 0 | 1 | 4 | 1 | 0 | 0 | 1 | 2 | 0 | 0 |
275 | 1 | 0 | 40 | 0 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 |
276 | 2 | 1 | 52 | 0 | 0 | 0 | 2 | 1 | 4 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
277 | 0 | 1 | 66 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 1 | 0 |
278 | 0 | 1 | 65 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 1 | 0 |
279 | 0 | 1 | 56 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 2 | 6 | 1 | 1 | 0 |
280 | 1 | 2 | 81 | 1 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 1 | 0 | 3 | 2 | 0 | 0 |
281 | 1 | 0 | 75 | 0 | 1 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 0 | 6 | 3 | 0 | 0 |
282 | 0 | 0 | 76 | 0 | 1 | 0 | 1 | 1 | 2 | 4 | 0 | 1 | 0 | 3 | 1 | 0 | 1 |
283 | 0 | 0 | 53 | 1 | 1 | 0 | 3 | 1 | 0 | 4 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
284 | 0 | 0 | 71 | 0 | 2 | 2 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
285 | 0 | 1 | 64 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
286 | 0 | 1 | 65 | 0 | 0 | 0 | 1 | 1 | 2 | 1 | 1 | 1 | 0 | 6 | 1 | 0 | 0 |
287 | 1 | 1 | 55 | 0 | 1 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 0 |
288 | 0 | 1 | 66 | 0 | 1 | 0 | 1 | 0 | 1 | 3 | 0 | 0 | 0 | 3 | 2 | 0 | 1 |
289 | 0 | 0 | 63 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 2 | 2 | 0 | 0 |
290 | 0 | 0 | 42 | 0 | 1 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 3 | 1 | 0 | 0 |
291 | 0 | 0 | 67 | 0 | 2 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
292 | 0 | 1 | 70 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 3 | 0 | 0 |
293 | 2 | 0 | 80 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 6 | 1 | 2 | 0 |
294 | 0 | 1 | 58 | 0 | 2 | 0 | 0 | 0 | 1 | 4 | 1 | 0 | 2 | 6 | 0 | 0 | 0 |
295 | 0 | 0 | 57 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 |
296 | 1 | 1 | 71 | 1 | 0 | 0 | 1 | 3 | 0 | 3 | 0 | 0 | 0 | 6 | 1 | 0 | 0 |
297 | 0 | 1 | 77 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 |
298 | 1 | 2 | 54 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 4 | 1 | 1 | 0 |
299 | 2 | 0 | 43 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 0 |
Subsets and Splits