Exact(20)
The selection of hidden nodes can then be regarded as a subset model selection in linear regression.
The scope of this subset model is described in Figure 3.
Again, the integration of the BL subset model into the framework of FIRM led to some integration issues.
Values of the limiting variables were extracted from areas of ten best subset model agreement and plotted in two dimensional variable space.
Once again, the state variables and fluxes associated with the content of this subset model were added to the model network.
Finally, female group size was the best predictor of agonistic rates and was the only variable in the best-fitting subset model.
Similar(40)
The general measure represents the average difference in fit between all subset models (of equal size).
The Petri subset models consist of a sequence of steps required to reinstate the system back to a normal state.
These results also provide further insights into recursive residuals, design of experiments, deletion diagnostics and selection of subset models.
The results encourage to consider this alternative way for the prediction of toxicity using QSAR subset models without direct reference to the mechanism of toxic action or the traditional chemical classification.
The term "individual models" is used interchangeably to denote either the individual PLS or KNN models forming the "consensus model" or the individual randomized training/test subset models resulting in a "composite model".
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