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It is an optional user-defined parameter that defines for each class the proportion of data points in the training set that should be covered.
In Equation 1, the term ||w||2 regularizes the model complexity, C>0 is a user-defined parameter and the ∊-insensitive loss function l ∊ is defined as follows.
where k3 is a user-defined parameter.
where is a user-defined parameter.
The only user-defined parameter for REM-TS is a termination criterion.
Note that since the CDM has no user-defined parameter, it automatically adapts to the different channel velocities.
Next, the randomized power martingale (M_{i}^{epsilon }) is computed, with respect to a user-defined parameter ε∈ [0,1].
Another important drawback is that l1-SVD depends on a user-defined parameter which is not trivial to select.
In our adaptive method, we show that the convergence rate can be determined by a user-defined parameter and we confirm this by numerical simulations.
The proposed algorithms only incur bounded error (based on a user-defined parameter) in determining temperature in exchange for a significant improvement in running time over exact algorithms.
The method is operationalised in a program that utilises a simple simulation program to make performance predictions of user-defined parameter variations.
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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