Correction to 'A probabilistic metric for the validation of computational models'

Ksenija Dvurecenska, Steve Graham, Edoardo Patelli, Eann A. Patterson

Research output: Contribution to journalComment/debate

Abstract

A small error has been highlighted by someone attempting to implement our validation metric described in this paper. The error occurs in equation (3.4), where wk should be ek; and the same correction should be made in the expression in the text in the following line and in the text two lines above, which implies in the same line, that the word 'weighted' should be moved to appear before 'sum'. Hence, the second sentence on page 6 should read: 'Once these three steps were completed, the errors, ek were compared to the error threshold, eth and the weighted sum of those errors less than the threshold computed to yield the validation metric, VM, i.e.(Formula Persented). i where || is an indicator function which takes the value 1 when ek , eth and otherwise has a value zero'. The correction has no implications for the results or conclusion because the algorithm used to process the data, and provided in the Dryad Digital Repository, used the above version.

Original languageEnglish
Article number191986
Number of pages1
JournalRoyal Society Open Science
Volume6
Issue number12
DOIs
Publication statusPublished - 4 Dec 2019

Keywords

  • relative error
  • model validation
  • computational modelling

Research Output

A probabilistic metric for the validation of computational models

Dvurecenska, K., Graham, S., Patelli, E. & Patterson, E. A., 21 Nov 2018, In : Royal Society Open Science. 5, 11, 14 p.

Research output: Contribution to journalArticle

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