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Fig. 7 Wall-clock completion time for different split sizes.
The top performing SVM achieved high accuracy for different training/validation split sizes of repeated random subsampling validation (Supplementary Table 4).
We tested a range of training/validation split sizes because leave-one-out cross-validation methods, although low in bias, are sometimes associated with high degrees of variance (Cawley, 2006).
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We can control the split size by applying the mapred.min.split.size parameter available through hadoop-site.xml.xml
The input split size is set to 128 MB and can the split size can be set to the size of an HDFS block.
The default split size is the size of the HDFS block size.
In this work, we used the HDFS block size of 128 MB as the split size.
In the MapReduce framework, the split size of input files and of InputFormat describes input specifications for a MapReduce job.
The split size of the complete dataset is based on the total input file size divided by the number of map tasks launched.
The acid-disassembly of Au NCs from covalently clustered Au NPs in DI water (Fig. 3a) to individual Au NPs with slight aggregation at pH 5.0 (Fig. 3b) was also indicated by appearance of split size peaks in DLS measurement (91% at 64 nm and 9% at 6 nm in intensity) (Fig. 3c).
Similarly, if the production rule is of the type A → BC (assuming the grammar is in Chomsky normal form (CNF), which does not pose a problem, as an unambiguous SCFG can be efficiently transformed into CNF [ 39]), we can choose a way to split size n into sizes j and n - j for the lengths generated from non-terminal symbols B and C.
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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