The proposed artificial neural network models perfectly predicted the process with mean square errors of 0.079 and 0.063.
A comparison between experimental and numerical results indicates that the numerical model perfectly predicts the variations in both temperature and complex modulus until a certain strain level, where the damage, thixotropy or other factors have not appeared yet.
The log-linear Rasch model perfectly predicted the strength of the association between EORTC items and rest scores (Table 1, see supplementary data).
If the independent variables in a model perfectly predicted the outcome, then the Nagelkerke pseudo R2 would equal 1. Due to the relatively high number of statistical tests performed throughout the manuscript, and the resulting increase in likelihood of a type 1 error (false positive), a more stringent value of p ≤ 0.01 was used to denote statistical significance throughout all analyses.
The maximum value of Q is 1, representing that the model could perfectly predict the phenotypes.
It was shown that the extended BET model with few model parameters can perfectly predict the solubility of the highly soluble quaternary HCl LiCl MgCl2 H2O system over a wide temperature range from 273 K to 413 K.
For example, both data sets analysed here used saturated models which perfectly predicted the input correlation matrices, so the fit indices based on the discrepancy between observed and SEM-predicted correlation matrices obtained maximum values possible, but this was not particularly informative.
They range from 0.5 to 1.0, with 0.5 representing a model no better than chance and 1.0 a model that perfectly predicts.0.7 is typically considered reasonable and 0.8 strong [ 19].
Successful design of chemotherapy drug scheduling requires the availability of an accurate mathematical model that perfectly predicts the number of cancerous cells and describes effects of treatment.
Simulated model of feed waters cannot perfectly predict the surroundings under which scale will form due to the effects of potentially stable supersaturated solutions, solution velocity, and residence time inside the mix tank of the desalination systems.
