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However, selection of appropriate algorithms and transfer functions is essential to design a suitable ANN model; otherwise, the output results will be unreliable.
This is, if the transmission distance dmodel; otherwise, the multi-path attenuation model is adopted.
If the set of available channels is the same for all SUs, then we are dealing with a symmetric model; otherwise, the model is said to be asymmetric (i.e., different SUs perceive different available channels).
When the transmission distance is less than the threshold value d 0, the power amplification uses the free space propagation model; otherwise, the multi-path fading model is used.
If the null hypothesis is accepted, then the lowest mean absolute percentage error (MAPE) value is used to select the best model, otherwise the Duncan Multiple Range Test (DMRT) method of paired comparison is used to select the optimum model, which could be time series, GA or simulated-based GA.
If the null hypothesis is accepted, then the lowest mean absolute percentage error (MAPE) value is used to select the best model, otherwise the Duncan method (DMRT) of paired comparison is used to select the optimum model which could be time series, ANN or simulated-based ANN.
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She said: "We need more women role models, otherwise the process can be very isolating for women.
A coding nucleotide is overlapping if and only if that position is annotated as coding in both predicted models, otherwise the nucleotide is not overlapping.
The value k = 1 corresponds to a geometric distribution, which arises when the duration of the infectious period varies among infected persons according to an exponential distribution, as is generally assumed by differential equation models; otherwise, the infected persons are homogeneous.
If this removal worsened significantly the fit of the model (as assessed by a Likelihood Ratio Test), the variance component was kept in the model; otherwise, if the removal of the variance component under investigation did not worsen significantly the fit of the model, the variance component was removed from the model and the model selection pursued from this simpler model.
If we opt to select pairs of genes at each step, K is the number of gene pairs to include in the predictive model; otherwise, K is the number of genes to include.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com