Sentence examples for optimized weighting from inspiring English sources
We optimized weighting coefficients to minimize the mean squared error over the ensemble of naturalistic motions and used cross-validation to protect against over-fitting.
Significant issue that the authors must address 1) The dose optimized weighting scheme applied to the entire movies (frames 4-130) producexactlythe the same resolution as when using a much smaller subset of the data (frames 4-21) determined by manually searching for the ideal dose fractionation set of frames.
The logistic regression optimized weighting (LROW) method is used to optimize the reconstructed SVM supervector weighting coefficients.
Using SCWEI we can lower the nMSE for all methods but using OPTWEI combined with Peak Matched multiple windows gives the smallest nMSE of all methods, which is concordance with [6, 9], where these windows and optimized weighting factors are shown to be optimal for this process.
After initial training, the artificial neural networks with their optimized weighting coefficients were pooled into a committee machine for training.
Section 2 presents the optimized weighting factors and in Section 3 the evaluation for different stationary and nonstationary processes is presented.
However, if a large amount of compounds with a considerably different scaffold is present in the optimization set, the optimized weights might not completely coincide with the binding mode of the optimized query.
The results demonstrate that JA can obtain better designs than those of the other state-of-the-art metaheuristic and gradient-based optimization methods in terms of optimized weight, standard deviation and number of structural analyses.
Thus, the optimized weight from correlation is obtained and the weighted BN is improved.
The vector v c indicates the optimized weight vector for chemical names when operations of insertions and deletions of edit distance are weighted from 0.0 to 1.0.
The optimized weights and biases were also obtained and presented.
