Sentence examples for the unified objective from inspiring English sources

We show that the unified objective function can boost the accuracy of protein function prediction according to several evaluation criteria.

In addition, MNet takes into account the unbalanced label problem in protein function prediction, and incorporates a label weighted scheme into the unified objective function to give more emphasis to the functional labels with fewer proteins.

We compared its performance with other stabilizers under the same inversion framework through the unified objective functional form of a discrete weighted matrix.

MNet iteratively optimizes the weights assigned to the individual networks and the loss of the classifier according to a unified objective function.

We address this issue by modeling the optimization of the composite network and the prediction problems within a unified objective function.

Furthermore, the results of this novel approach resolved the inclusion issue of both continuous and discrete parameters of energy in a unified objective function without threatening the integrity and consistency of the building energy datasets.

We further relax the constraints from the prior networks (two graph regularizers) introduced in Section 2.2, and integrate the G-Lasso and the dual refinement of graphs into a unified objective function (7) where γ, ρ > 0 are positive parameters controlling the extent to which the refined networks should be consistent with the original prior networks.

On Strawson's interpretation, for instance, "the fact that my experience is of a unified objective world is a necessary consequence of the fact that only under this condition could I be conscious of my diverse experiences as one and all my own" (1966: 94).

Yu et al. [ 25] proposed a method, called ProMK, that combines the composite network optimization with respect to a group of functions and the network based classifier in a unified objective function.

"The unifying objective," they say, "is to avoid becoming a unified object".

After celebrating the Foundation's 75-year anniversary in 2005, WKKF's 10 Trustees were eager to embrace fresh approaches to a unified objective of "whole child development". At the same time, the practice known as mission-related investment was gathering steam.