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No treatment-related alterations in gross pathology or organ weights were found in any group.
Unnormalized weights were found by inversely transforming the weights found by the algorithms.
Predictions based on online adaptation of weights were found to be superior compared to that without adaptation.
As was expected, most of the bins characterized by positive PLS weights were found in the structures of PHDDs representing the most toxic class of chemicals in the dataset investigated (see Figure 8).
The content of the hydrophobic groups in the copolymers was about 2 wt% as determined by 1H NMR and the molecular weights were found to be up to 1.8×106 g/mol by using GPC and SLS.
Their molecular weights were found to increase in the following order of the side-group substitution in the 1,3-divinyldisiloxane monomer used: EtO > Me > MePh > Ph2, consistent with the increased electron-donation to the vinyl groups causing their increased reactivity in hydrosilylation.
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Repeat, starting at step (1), until all weights are found.
These weights are found by means of a discriminative training method.
Reproducible film weights are found at 0.700 V versus Ag|AgCl during 360 s.
Designed zero order Sugeno type fuzzy logic controller membership boundary value and rule weights are found by genetic algorithm.
A closed form solution for the maximized weights is not known to these authors, so the weights are found by numerically approximating the weights that maximize Equation 14.
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