Sentence examples for using the penalty factor from inspiring English sources

Using the penalty factor adjustment method can reduce the proportion of unstable results mistaken as stable ones.

The refrigerant circuit of the LSC was then optimized using the Penalty Factor with the predicted results.

Using the penalty parameter λ, RR tries to find the optimum between these two extremes.

Ridge regression uses the L2 penalty (sum of squares of regression coefficients multiplied by the penalty factor), thus shrinking regression coefficients closer to zero [ 36].

Significantly, numerical results obtained using the proposed interface model are found to be independent of the value of the penalty factor that characterizes the DG formulation.

Lasso [ 21] uses L1 penalty (sum of absolute values of regression coefficients multiplied by the penalty factor), thus allowing for simultaneous variable selection (by forcing some of the coefficients to be exactly zero) and coefficient estimation.

The penalty factor C and the width parameter σ of RBF kernel function were tuned by using grid search with threefold cross-validation, where C ∈ [2−2, 2−1,…, 2] and   σ ∈ [2−6, 2−5,…, 2].

where η i means the penalty factor.

is the number of dimensions and is the penalty factor to compensate for small sample sizes.

The roles are modeled as different costs and the penalty factor in the objective function.

(b) Re-rating: after applying the penalty factor, each answer is again compared to the reference.