posted an update —

This is what we have learned about the HM Hospitals Dataset, when focusing on the MOTIVO_ALTA as a target prediction column.

a) Which of these values can be considered as healed patient?

Alta Voluntaria -> assume healed

Domicilio -> healed

Fallecimiento -> dead

Traslado a un Centro Sociosanitario -> those patients should be progressing well (i.e. critic patients are normally not transferred to other facilities) but can’t be 100% certain as we lose track of them . You can assume healed or exclude them from the analyses

Traslado al Hospital -> those patients should be progressing well (i.e. critic patients are normally not transferred to other facilities) but can’t be 100% certain as we lose track of them . You can assume healed or exclude them from the analyses

b) Would be possible a patient which was in 'Traslado' then end-up in 'Fallecimiento' ? ....Yes

c) Can we assume death/healing of the patient based on the Traslado?

....If anything, you can assume healed based on the explanation in question a). Also, consider excluding from analyses those patient