The Km and Vmax to substrate CMC-Na was calculated by fitting the model with least squares.
Several critical issues like response transformation, multiple response optimization and modeling with least squares and artificial neural networks are discussed.
In evaluating the performance of the proposed models, network parameters were varied and the results obtained using mean squared error (MSE) as performance measure showed the developed model with 33 neurons in the hidden layer and tansig activation, function in both the hidden and output layers as the optimal model with least MSE value of 0.056.
Out of five best models obtained for each of the TF (please see Methods for details), one model with least DOPE score and highest percentage of allowed regions in Ramachandran map was selected as the best (Fig. 2).
To develop normal tissue complication probability (NTCP) model with least absolute shrinkage and selection operator (LASSO) to analyze dose-volume effects that influence the incidence of acute diarrhea among gynecological patients with/without prior abdominal surgery.
Table 4 further outlines the results of the model with least-square means of BMI SDS calculated according to the mother's smoking status, for various ages of the child (1, 2, and 3 years) and levels of DDE (10th percentile, median, and 90th percentile).
But it specifies, for example, that refrigerator-freezers would have to be frost-free models with at least 16.5 cubic feet of space for food storage.
But several experts ridiculed the models, with at least one respected aerospace engineer labelling them technically preposterous and a "big hoax".
This paper deals with the experimental design methodologies that are used to find the experimental conditions that allow to discriminate among rival models with the least experimental effort.
The success of the engineering design of such miniaturized systems will depend heavily on the availability of accurate mechanistic models with the least possible computational cost.
