Exact(3)
For each penalty coefficient, we apply RefineFast and RefineML on the predicted networks.
This was repeated 100 times for each penalty value and the average MSE was computed.
For each penalty value a bootstrap corrected MSE was computed as follows.
Similar(57)
The state's Taylor law, banning strikes by public employees, mandates a $25,000 per day penalty for each striker and a $1 million penalty for the union, which doubles each day the strike continues.
Federal prosecutors, in turn, asked for the maximum possible prison sentence: 15 years for each man, a penalty that reflected the seriousness of their threat to society.
The adaptive lasso proposed by Zou (2006) uses individual weights for the penalty of each coefficient.
For each trait, these penalties were derived from 1000 permutations with a two-dimensional scan and a genome-wide error rate of 0.05.
A fitness penalty for each dosage imbalance is assigned and multiple fitness penalties in an individual are assessed multiplicatively.
(In difference to the algorithm given in [ 1], the algorithm described in [ 5] besides the usual weight substitution matrix and gap-open and gap-extension penalties, requires an additional parameter - constant penalty for each difference block).
We used the GAP3 program available online (http://deepc2.psi.iastate.edu/aat/gap3/), with matrix PAM250, and gap-open and gap-extension penalties equal to 14 and 2 and constant penalty for each difference block equal to 40.
The judge dictated the sentences, the sentences in the memorandum, but it was the government that proposed the penalties and, needless to say, the government proposed the maximum penalty for each count.
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