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The success was also put down to Kristel's underestimated performance.
Also, the results of the uncertainty analysis show that the superior model has an underestimated performance which its 95% prediction error interval is simulated between 0.000314 and −0.000314.
Both simulations and empirical evaluation suggest that the influence of incomplete annotations on topological metrics, 3 years after the initial assessment, may result in either overestimated or underestimated performance, but the effect is generally small.
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In a recent study comparing these adjustments with other types of statistics in a different setting, Steyerberg et al [ 22] found that the split-sample approach tended to underestimate performance, cross-validation performed poorly on some statistics that were not normally distributed, and bootstrapping performed best overall.
Higher oil recovery up to 79% was obtained from the water-soluble DME model compared with the model without water solubility, suggesting that the compositional model without consideration of water-soluble DME could underestimate performance of the DEW process.
Both Kerr et al. [ 21] and Parsons et al. [ 22] found that EMR-derived measures can underestimate performance in comparison to manual abstraction.
The small number of annotated genes in this subontology (Table 1) makes it difficult to train an effective model while the incomplete nature of the current gold standard used for evaluation tends to underestimate performance of classifiers.
In contrast, the highest performers underestimated their performance.
Other cognitive biases (e.g. ego bias, which suggests that physicians tend to overestimate our own performance and underestimate the performance of others) also have implications for a collaborative approach to complex tasks.
But one caution: polls in Nevada have underestimated Democratic performance of late.
But in 2010, the polls underestimated the performance of Mr. Manchin, a Democrat, in what turned out to be a 10-point victory over John R. Raese, a Republican.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com