Sentence examples for by a regularization factor from inspiring English sources
To solve this problem, we will multiply S by a regularization factor.
where H K denotes the value of H at the center of element K,∥·∥ F is the Frobenius matrix norm, and α h is a regularization factor that is defined by alpha_{h} = frac{1}{| Omega |} left(sum_{Kin mathcal{T}_{h}} |K| cdot | H_{K} |_{F} right).
The NN approach included a single hidden layer with 10 nodes, a regularization factor of one and 1,000 maximum iterations.
Individual data sets were fit with the c(s) model implemented in Sedfit with a resolution (N) = 200 250, and a regularization factor (P) = 0.95.
We followed the established method for generalized NCA, using a regularization factor of 0.8 to regulate the strength matrix S [ 13].
We do so by using a L2-norm regularization factor, which is determined by 5-fold cross-validation, to restrict the search space of model parameters.
We added a fluxes-measurement regularization factor λ in order to generate an initial point closer to the final estimation (and thus speed up the convergence process).
We use a L2-norm regularization factor to restrict the search space of model parameters to avoid overfitting.
The inference is made by minimizing the prediction error at extant nodes as well as an additional L2-norm regularization factor.
The regularization factor is determined by the geometric mean scheme.
