Sentence examples for penalty to control from inspiring English sources

A popular approach to avoid this dilemma is choosing a saturated number of knots and using a roughness penalty to control the smoothness of the fitted curve and avoid over-fitting [ 40].

We compare two different approaches where mobile users use or do not use a penalty factor to control the switching rate.

subject to (12) and ξ i > 0. The parameter ∑ξ i is the upper bound on the number of training errors and C is the penalty parameter to control errors.

To avoid a high value of ξ i, some kind of penalty term C was introduced into the original optimization Equation (3), which can be modified as: Minimizefrac{1}{2}{leftVert wrightVert}^2+C{displaystyle sum_{i=1}^n{xi}_i} (8 where C > 0 is the penalty factor to control the trade-off between the maximum margin and the minimum error.

Therefore, the fitness function used to evaluate the quality of biclusters is defined by: (5) f (B ) = (1 − ρ (B ) ) + σ ρ + M 1 (1 n G ) + M 2 (1 n C ) where nG and nC are the number of genes and conditions of the bicluster B, respectively, M1 and M2 are penalty factors to control the volume of the bicluster B, and σ ρ is the standard deviation of the values ρ(g i, g j ) from (4).

The healthcare professionals believed that this could be due to doctors framing insulin as a penalty for failing to control their disease.

The subsequent Stability and Growth Pact tightened up these criteria, stressing strict fiscal discipline and coordination and laying down penalties for failing to control budget deficits.

A week after the U.K. threatened social media firms with serious penalties for failing to control the content on their platforms, Facebook has announced a permanent ban on the country's best known far-right groups and individuals.

Penalties were introduced to control salt smuggling.

They raged at not being awarded a penalty when Valencia appeared to control the ball with his right arm, but when Winston Reid was booked for fouling Oscar on the edge of the area, Fàbregas's execution was perfect, Adrián's dive futile.

From the resulting penalty, Charlie Amesbury was unable to control Danny Cipriani's offload as the hosts searched for the killer blow.