Sentence examples for ultimate prediction from inspiring English sources

In the testing process, the outputs by this unified network are discriminated with a threshold value to produce the ultimate prediction for the face verification task.

These observations imply that the most structurally similar drug to Dq in the network is quite important to DDI prediction but it is not the decisive factor for the ultimate prediction in the network system as the AUC for this model is still smaller than that for the model using Set 1.

The following three steps were performed so as to obtain the ultimate prediction model: Determine the "random forest importance" (RFI) by 50 runs of the machine learning algorithm.

For the sake of model stability we adopted an entirely data-driven model building approach which is based on two variable reduction and selection steps (maximizing RFI and minimizing the OOB prediction error by bootstrapping), and a final cross-validated ascending variable introduction strategy, in order to determine the ultimate prediction model [ 21, 22].

Since the degree to which how much drug load hepatocytes "see" intracellularly and the degree drug is metabolized or activated dictate the ultimate prediction of drug-induced toxicity, sandwiched hepatocyte culture represents the current state of the art of in vitro models for hepatotoxicity studies (Swift et al. 2010).

Consequently our study aim was modified, to one investigating features of the local population which might influence the ultimate predictions while preserving the Gail-based modelling approach.

These doomsday ultimate predictions are never correct.

The paper addresses a comparative analysis between an experimental campaign and analytical formulations for ultimate load prediction.

Eventually, a committee neural network (CNN) was constructed by virtue of genetic algorithm (GA) to enhance the precision of ultimate permeability prediction.

The uncertainties associated with global hull geometo, panels, hard corners, stiffeners, and material properties are propagated into the hull ultimate strength prediction module.

The proposed methods are explored for lipped channel cross-sections both for elastic buckling and for ultimate strength prediction via DSM.