According to Table 11 three models SVR based on the markers of the group 8 of the database with QC showed equivalent prediction and accuracy, indicating a correlation averaging 0.80 with a standard deviation equal to 0.08.
For the altitude subsystem, to avoid the causality contradiction, the original system is formulated into a new equivalent prediction model with strict-feedback form from which the virtual control is designed with error feedback and neural approximation via back-stepping.
A positive or equivalent prediction in any category was recorded as a positive carcinogenicity prediction for the test chemical [38].
Tolerance intervals are wider and provide larger estimates of LOD and LOQ compared to equivalent prediction intervals.
Because the SIH problem does not associate the inferred haplotypes with the real paternal and maternal chromosomes, the switched configuration Φ ¯ = φ ¯ 1 ⋯ φ ¯ M, φ ¯ j = (φ ¯ j 0 ¯, φ ¯ j 1 ¯ ) with 0 ¯ = 1 and 1 ¯ = 0, must be regarded as a completely equivalent prediction.
More interestingly, the aforementioned benchmark revealed that all methods resulted in more or less equivalent predictions despite the fact that the number of free parameters varied widely between 5 and 40, reflecting the poor assessment of model over-fitting.
Fernando [ 7] showed that the MEM and BVM provide equivalent predictions of BV and that predictions could be more easily obtained from MEM than from BVM because at the time of their study the number of markers was much smaller than the number of genotyped animals.
However, once one brings in considerations of the interaction of drift and selection (see next section) it has been shown that the models do not give empirically equivalent predictions (Brandon and Nijhout 2006).
If the sequence of a junction in the breseq predictions matched the sequence of a junction in the simulated genome or one of the two junction sequences was an exact subsequence of the other, they were judged to be equivalent predictions.
Hence, instead of direct curve fitting, graphical analyses of the behavior of combinations of EC50 and Amax will give equivalent predictions.
