Ontology highlight
ABSTRACT:
SUBMITTER: Dvurecenska K
PROVIDER: S-EPMC6281947 | biostudies-literature | 2018 Nov
REPOSITORIES: biostudies-literature
Dvurecenska Ksenija K Graham Steve S Patelli Edoardo E Patterson Eann A EA
Royal Society open science 20181114 11
A new validation metric is proposed that combines the use of a threshold based on the uncertainty in the measurement data with a normalized relative error, and that is robust in the presence of large variations in the data. The outcome from the metric is the probability that a model's predictions are representative of the real world based on the specific conditions and confidence level pertaining to the experiment from which the measurements were acquired. Relative error metrics are traditionall ...[more]