As observed, error rates of O-Laplacianfaces are below those of PCA and LDA after the dimension reaches a certain degree, which is 19 in Figure 2a.
(B) The uncertainty profile and observed error rates for models logP3-1a and logP3-1b are shown in red and green, respectively.
The EWMA equals the present predicted value plus lambda times the present observed error of prediction, text{EWMA} = hat{y}_{t} + lambda y_{t}-hat{y}_{t}) (3).
She observed error analysis to be an effective way to deal with common misconceptions and offer opportunities for students to reflect on their learning from their errors.
These radiation fluxes were compared with experimental measurements made with a UV radiometer and good agreement was obtained; when no fouling was present and considering low catalyst loading to obtain measurable radiation fluxes, the maximum observed error was 12%.
A further objective was to compare observed error rates and response to system-alerts for residential and nursing homes.
We observed error rates of below 0.4% for the Illumina platforms, 1.78% for Ion Torrent and 13% for PacBio sequencing (Table 1).
Therefore, given observed error rates for most next-generation sequencing platforms, k-mers observed more than one time in the SRS data for a genome are unlikely to be errors.
In simulation studies to determine the effect of variable selection on the significance level of global F-tests in multiple regression analysis (data not shown), observed error rates were found to exceed 20% for both forward and backward selection.
Violation of either model assumption will introduce deviations between expected error rates [formed by summing (1 − p) were p is the posterior probability of the call] versus observed error rates.
Based on a later observation that our sequenced rabies virus genome differed by approximately 9% relative to the pre-selected reference fox rabies genome, we checked to see if observed error rate (defined below) would increase by introducing random mutations at 9% of the plasmid control reference sequences generated from Sanger sequencing.
