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In order to identify chemical substructures that might not be recognized by the predictive method due to moderate PCM model performance, we also deconvoluted the chemical space in a model-independent way.
By way of example, substructure d in Figure 9 is considered as deleterious for bioactivity on COX-1 by the predictive method, whereas it is regarded as beneficial by the Student's method.
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Although it is simple and easy to predict SSD depth by the predictive methods, the largest SSD depth, which is the most detrimental to the performance and the lifetime of a part, cannot precisely be predicted.
The predictive methods are mainly to predict SSD depth.
Last, the interaction pairs having the LR score lower than 92 but being supported by at least one predictive method are collected in the low confident network.
In the second step, the actual states is estimated by the second observer using a predictive method.
Since for the site PP1 (set D), the ΔNexpected can be estimated by using all the three presented predictive methods, the comparison of the three different outcomes is computed and it is reported in Fig. 14.
The properties of the weld bead and HAZ can be established by adapting predictive methods that have been developed for conventional fusion welding processes.
Costs and benefits for each set of measures are computed (see 2.4), by using the calibrated HSM as reference predictive method.
Such innovations make the light-pipe increasingly efficient, but it is important to quantify this effectiveness by producing reliable predictive methods.
Any results obtained by predictive methods must be validated before drawing any conclusions.
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