sksurv.datasets.load_aids#
- sksurv.datasets.load_aids(endpoint='aids')[source]#
Load and return the AIDS Clinical Trial dataset
The dataset has 1,151 samples and 11 features. The dataset has 2 endpoints:
AIDS defining event, which occurred for 96 patients (8.3%)
Death, which occurred for 26 patients (2.3%)
See [1], [2] for further description.
- Parameters:
endpoint (aids|death) – The endpoint
- Returns:
x (pandas.DataFrame) – The measurements for each patient.
y (structured array with 2 fields) – censor: boolean indicating whether the endpoint has been reached or the event time is right censored.
time: total length of follow-up
If
endpoint
is death, the fields are named censor_d and time_d.
References