Exact(1)
While the root and pattern system is operative in the Berber family, it is less regularized there than in the Semitic languages.
Similar(58)
Already under the assumption that the flexibility needed is the same in all components a considerable number of models needs to be estimated and compared to choose the suitable number of degrees of freedom for finite mixtures of LMs, whereas the maximum number of degrees of freedom allowed when fitting finite mixtures of LAMs using regularized estimation is less crucial.
Note that for α=0 –the non-regularized case– the effective number of parameters equals to the number of model parameters and for α>0 –the regularized case– the effective number of parameters is less than the number of model parameters N θ.
Both GLEAM and BLR are less powerful than the regularized methods especially when the effect sizes are small.
In addition, the decrease in performance from Scenario (c) to Scenario (f), when the number of interacting genes near which the causal SNPs are located increases from 1 to 5, indicates that SConES, like its structure-regularized comparison partners, performs better when the causal SNPs are less spread out in the network.
The decision to use a less fine grid for the LAMs with regularized estimation is based on the assumption that the degrees of freedom specified are less important in this case, because they only constitute an upper bound.
The denominator of Eq. (16) is regularized and less sensitive to spectral notches.
In many institutionalized religions there is a regularized process by which saints are officially recognized.
Here is the regularized parameter chosen near.
The above-computation scheme is called regularized kernel CCA [13].
(4.49) where R is the regularized factor given in (4.46).
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Justyna Jupowicz-Kozak
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