X-CAL - Explicit Calibration for Survival Analysis

Mark Goldstein
Mark Goldstein
Xintian Han
Xintian Han
Aahlad Manas Puli
Aahlad Manas Puli

NeurIPS, 2020.

Cited by: 0|Views2
EI

Abstract:

Survival analysis models the distribution of time until an event of interest, such as discharge from the hospital or admission to the ICU. When a model's predicted number of events within any time interval is similar to the observed number, it is called well-calibrated. A survival model's calibration can be measured using, for instance,...More

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