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Because empirical evidence indicates that individuals often do not seek to maximize their expected utility, the criterion of maximization of the expected utility is descriptive but weakly predictive.
The problem studied is inherently difficult to predict and there may be limits to the performance of predictive models due to the fact that individual factors are only weakly predictive.
Early polling in presidential elections – election day is 441 days away – has in the past been weakly predictive, with other factors such as party support being more important.
James was weakly predictive, but brilliantly analytic: his explanations of why things had happened were mesmerizing and convincing, but his guesses about what would happen next were often wrong.
One might think that the betting interest in pro football which Yost estimates at more than a billion dollars per season would lead to an ever more avid appetite for numbers, but the kind of analysis that Barra et al. are able to do is, although powerfully suggestive, weakly predictive.
The ROC-AUC analysis was also very weakly predictive (AUC = 0.58, P = 0.008) (Fig. 1a).
Similar(30)
Parker was weakly analytic but brilliantly predictive; he could never really explain why wines tasted good, but he claimed that the '82 vintage was going to be great, and it was.
In a contrasting scenario with many weakly correlated variables with equal predictive value, Ridge regression performed superior to the LASSO.
Thus, even the weakly associated families seem to be predictive for plant biomass degradation.
We also tried to construct motifs using predictive sequence words for weakly MSL-bound genes.
A secondary objective looked at the positive predictive value (PPV) of weakly reactive test lines.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com