Exact(1)
Choosing the penalization for the lasso usually results in a trade-off between large models with many falsely selected coefficients and small, biased models which underestimate the coefficients of truly relevant variables and thus fit the data poorly.
Similar(59)
This overshoot phenomenon is not considered in our computational models, which might underestimate the role of impact velocity.
This is in contrast to the values predicted from previously derived models, which significantly underestimated Xd.
A power function model most accurately described the relationship between deposition and distance from the nearest pollen source, rather than the exponential model currently used in EU risk assessment and management, which underestimates exposure for distances greater than 10 m.
The results of the choice model are compared to those obtained with the HAZUS methodology which underestimates shelter needs.
end{aligned}It is noticeable that the PRR value will assign a larger penalty to a model which has underestimated the cumulative number of failures.
However, the increase during the 2000s is underestimated by all models, which suggests the need for improved consideration of changes in drivers such as nitrogen deposition, diffuse light and land-use change.
Models which do not include these effects may underestimate reactant transport to the catalyst layer.
Previous studies have suggested that models which ignore seasonality or directionality are less accurate and will underestimate extremes.
Limitations imposed by the traditional practice in financial institutions of running risk analysis on the desktop mean many rely on models which assume a "normal" Gaussian distribution of events which can seriously underestimate the real risk.
Therefore, earlier models which ignore the role of irrigation in crop expansion tend to underestimate the ILUC emissions due to biofuel expansion.
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