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Depending on the data set used, this can allow AI systems to identify images or devise a winning strategy in a game that has seemingly endless permutations.
This yields differences in the performance depending on the data set.
Using the BLEU score, which is typically used to compare the quality of machine translations with that of a human, the computer captions typically score somewhere between 27 and 59 points depending on the data set.
The maximum SH degree for the external field is set to Le = 2, but only a certain subset of the external coefficients may actually be used depending on the data set and the apparent significance of the coefficients.
The popularity of YouTube videos, commonly expressed by the number of views in research studies, follows a heavy-tailed distribution that, depending on the data set and the method used to fit the distribution, can be described by power-law with exponential cut-off [28], Weibull [41], log-normal [42], or Gamma distributions [43].
Thresholds are usually hand-picked on a case-by-case basis, depending on the data set.
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The best method the one that most accurately constructs the null data will depend on the data set being analyzed.
The answer is tricky and depends on the data set.
The actual amount depends on the data set.
Our results showed that the best models depend on the data set being analyzed.
The exact point where internal and external error meet cannot be generalized and depends on the data set, the modelling technique, and the number of models inspected during the search just to name a few.
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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