Comparing point estimates of accuracy metrics is not a statistically robust means of model comparison.
The estimates of accuracy in small studies are often inexact and their results have little generalizability for target patients [20].
These comparisons allow the establishment of conservative estimates of accuracy of 200 m and 70 m for the Chang'E-1 and SELENE models, respectively.
It is not possible to provide quantitative estimates of accuracy as much of the analysis is reliant on properties of the basement at depth.
We computed estimates of accuracy (namely Overall, User, Producer Accuracies and the Kappa statistic) by cross tabulating predicted and reference instances.
The aim of this study was to systematically review the literature and calculate summary estimates of accuracy measures of RGT as screening test for GDM.
Sampling-based randomization techniques allowed us to provide robust, reliable statistical estimates of accuracy and precision over 1000 randomized bootstrap replicates per transect.
We found that regardless of resampling design, a single split of data into training and test sets results in a large variance in estimates of accuracy and mapped area.
These estimates of accuracy are required for rigorous use of the data in the Earth sciences (e.g., ecology, economics, hydrology, climatology) as well as for fusion with other records of global change.
The conventional error matrix and related accuracy measures are calculated for each simulation, and the precision of different estimates of accuracy measures is compared among the three sampling designs.
As an example, he selects a particular false alarm rate, say, 0.167 (see Lampinen, 2016, Fig. 6), and then observes that the hit rates vary for different simulated identification procedures, suggesting that different estimates of accuracy (say, d′) would be observed for lineup and showup identifications.
