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This illustrates that the simple approach may yield a good approximation and that it is not always necessary to perform tedious calculations to achieve a decent parameter-performance trade-off.
Since interference COD and interference TxRate are not completely uncorrelated parameters, deriving a decent two-dimensional model requires joint assessment of the two parameters influence on throughput.
Due to the dependency of the interference parameters, deriving a decent two-dimensional model to predict the throughput is crucial.
That is more of a personal assistant-style voice recognition service where you can string together a sentence of as many as a dozen parameters and get a decent search result back.
The estimation procedure for the convolution model produces a decent estimate of the mean, but is not accurate for the rate parameter.
This methodology ensures that each optimization problem is initialized with an excellent initial guess for the knot locations and spline parameters, rendering shorter optimization times and convergence to at least a decent local minimum in each iteration.
A decent threshold is needed to get a nice accuracy or completeness, which depends on many parameters such as attributes compared, attribute distances applied, combination operation used, and even the specific data sets, and should be decided empirically.
A decent story [graphic].
First, a decent spirit.
A decent man.
A decent suitcase.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com