Sentence examples for absolute penalty from inspiring English sources

"It wasn't a doubtful one - that was an absolute penalty".

The use of constant penalty parameters to select variables in SPLS leads to the following undesirable results [ 28, 29]: The contribution of the informative variables with large absolute penalty parameters, which are above the soft-threshold, may be diminished.

In the framework of penalized regression, a least squares (LS) regression model was used with the least absolute penalty on the differences between the relative copy numbers of the neighboring markers [ 12].

For example, composite absolute penalties are introduced to incorporate grouping and hierarchical structures on input sides (Zhao et al., 2009).

It was an absolute, stonewall penalty".

"There is also a moment where the referee refuses to give us an absolute stonewall penalty.

Using an absolute value penalty causes subsequent variables to be added in order of strength of association with outcome variation.

Instead, we propose placing an absolute value penalty on parameter estimates, whereby unimportant variables have their estimated association shrunk to zero.

Data for s = 100 sire families; using different penalties (see text for notation) and population values to determine the tuning factor (strategy V∞) Number of traits Average of all q absolute values Penalties on matrix divergence clearly acted in a different manner to penalties on canonical eigenvalues, although PRIAL in Σ G were comparable.

The smoothly clipped absolute deviation (SCAD) penalty function for variable selection has nice theoretical properties, but due to its nonconvex nature, it poses computational issues in model fitting.

Such connection inspires us to discover more intrinsic relationships between the SPL regimes and the NCRP forms, like smoothly clipped absolute deviation (SCAD), logarithmic penalty (LOG) and non-convex exponential penalty (EXP).