The precision and recall scores are calculated on the cell-base count of errors.
Given that count of errors (and their respective residuals) in this study did not follow a normal distribution and were overdispersed, the negative binomial distribution was a good fit for these data; this distribution is a conservative choice, however, as demonstrated by the wide CIs reported for CPT error outcomes.
The system of quality control in radiology should progress beyond the counting of errors and move on to group learning and error prevention [11].
Students' writings were collected by three different raters (to calculate inter-rater reliability) who were told not to count errors of capitalization, errors of lexical choice (e.g. kids vs. children) unless they impeded meaning, spelling errors and punctuation error.
A loss function for approximating the empirical loss related to the soft count of classification errors is defined as l k X, Φ W = 1 1 + exp − γ d k ( X, Φ W, (11).
The primary outcome measure was change in the count of diagnostic errors of omission (DEO).
An increase in path length demonstrates a decrease in performance; (ii) Total errors, the count of the number of errors made by the subject throughout the trial.
Frequency counts of scanning error barcode locations were computed from group data.
To correct for potential sequencing errors, we used the Recount program [ 19], setting the Hamming distance parameter to 1. Recount uses an expectation maximization algorithm to estimate true tag counts (that is, counts in the absence of error) based on observed tag counts and base-calling quality scores.
Even if the scope of Burge's argument goes as far as just proposed, the entitlement it confers requires "empirical supplementation" to meet counter-considerations. (Burge 1997, 23) Without empirical supplementation, normally highly implausible possibilities of error count as undermining reasons.
