Sentence examples for penalty controls from inspiring English sources

A second parameter, insertion penalty, controls the number of events in the event sequence by controlling the cost of inter-event transition.

The "roughness penalty" controls the trade-off between a precise fit of the data and a smoothed function.

Ridge penalty controls the amount of shrinkage effect by choosing the tuning parameter λ, and the resulting ridge estimates tend to have a smaller variance than least square estimates.

The BS switch penalty αsw controls the power consumption vs. BS transition overhead trade-off.

The user defined penalty γessentially controls the level of empirical evidence required to introduce a breakpoint.

The choice of penalty parameter controls the number of variables selected: the larger the penalty, the smaller the selected subset.

This did not affect the results as the presence of the penalty term controls for any over-smoothing.

The L1 penalty λ controls the sparsity of the network and was optimized by minimizing the Bayesian information criterion outlined in Peng et al. (2009).

To assess the choice in block penalty, which controls the smoothing of the maps, we ran LDhelmet with block penalties from 10too 100 for chromosome 2 of each species as above.

Table 2 presents the three variables declared as being stable based on a threshold (derived as a function of a pure L1 penalty) that controls FDR at the 0.05 level.

I disagree with his position on gay marriage, the border fence, the death penalty, gun control and his vote on the FISA bill.