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However, few works focus on the category distributions across dimensions and construct an effective dimension ordering to enable the visual exploration of clusters.
The property list is used to store attribute values, a histogram plot is used to record the category distributions of the partition before and after a specified node, and a hash table is used instead of SLIQ to record the attribute sub-node information of the training tuple.
The subsystem category distributions were compared among the genomes.
The GO category distributions of the transcripts for both species were highly similar (Additional file 2).
Significant differences were observed between cohorts for both databases regarding co-pay category distributions.
Comparisons of CDAI category distributions were carried out using χ tests.
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Another category – distribution, hotels and restaurants – also outstripped the average 0.7% quarterly growth rate for services.
Thus, a different occupation category distribution has negligible impact on estimates.
The main advantage of the algorithm is that it needs to calculate only the category distribution of each data chunk.
Theoretically, once weak classifiers are more accurate than guess randomly (1/2 in two-class tasks or 1/n in multi-class tasks), AdaBoost can integrate them into a strong classifier whose precision could infinitely close to the true category distribution [17].
UniRef50 clusters' have a category distribution similar to UniRef90.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com