Post Operative
Hugging FacePost Operative The PostOperative dataset from the UCI repository. Should the patient be discharged from the hospital, go to the ground floor, or to the ICU? Configurations and tasks Configuration Task post_operative Multiclass classification. post_operative_binary Binary classification.
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Data preview
87 rows · 9 columns · showing first 12| # | internal_temperature integer | surface_temperature integer | oxigen_saturation integer | blood_pressure integer | is_surface_temperature_stable boolean | is_internal_temperature_stable integer | is_blood_pressure_stable integer | perceived_comfort integer | decision integer |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 0 | 1 | 1 | True | 2 | 2 | 15 | 0 |
| 2 | 1 | 2 | 1 | 2 | True | 2 | 2 | 10 | 1 |
| 3 | 2 | 0 | 1 | 2 | True | 2 | 1 | 10 | 0 |
| 4 | 1 | 0 | 0 | 2 | True | 0 | 1 | 15 | 1 |
| 5 | 1 | 1 | 1 | 2 | True | 2 | 2 | 10 | 0 |
| 6 | 2 | 0 | 0 | 1 | True | 2 | 0 | 15 | 1 |
| 7 | 1 | 0 | 1 | 2 | True | 2 | 1 | 5 | 1 |
| 8 | 2 | 1 | 1 | 1 | False | 0 | 2 | 10 | 1 |
| 9 | 1 | 2 | 0 | 1 | True | 2 | 2 | 10 | 1 |
| 10 | 1 | 0 | 1 | 1 | False | 2 | 1 | 10 | 1 |
| 11 | 1 | 1 | 0 | 1 | True | 2 | 2 | 15 | 0 |
| 12 | 1 | 0 | 0 | 2 | True | 2 | 1 | 10 | 0 |
Interesting queries to try
- average internal_temperature by is_surface_temperature_stable
- top 10 is_surface_temperature_stable by total internal_temperature
- scatter internal_temperature vs surface_temperature coloured by is_surface_temperature_stable
- histogram of internal_temperature
- boxplot of internal_temperature by is_surface_temperature_stable
- correlation heatmap of all numeric columns
Columns
- internal_temperature numeric
- surface_temperature numeric
- oxigen_saturation numeric
- blood_pressure numeric
- is_surface_temperature_stable bool
- is_internal_temperature_stable numeric
- is_blood_pressure_stable numeric
- perceived_comfort numeric
- decision numeric