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Exact(44)
It should be noted that SMOTE neither discards potentially useful samples nor merely replicates existing samples, therefore, posing an advantageous solution compared to sampling-based approaches.
Authors' response: The possibility that the results of any comparative genomic analysis are affected by taxonomic sampling bias effectively can never be discarded given that the existing samples represent a tiny slice of the entire existing biodiversity.
The existing samples of handwriting that are agreed to be Shakespeare's come down to six signatures and, maybe, the words "By me" preceding it on his will — only thirteen letters.
In this paper, we proposed a method to identify representative samples from existing samples collected from multiple resources.
We also provide correction factors based on our model for increasing accuracy of transcript quantification in existing samples prepared at standard temperatures.
The basic idea of the method was to use clusters of environmental covariates to approximate types of soil variations, and check the occupancy of the existing samples in centroids of environmental clusters.
Similar(16)
The existence of hybrid Phoxinus was not widely known until recently [13], and many existing sampling records of Phoxinus do not mention any hybrids.
This includes studying existing sampling algorithms; their relative efficiencies in relationship to hierarchical model structure; and potential modifications to existing sampling algorithms, including hybrid designs.
Existing sample data are important for digital soil mapping.
But existing sampling algorithms assume that the signal varies continuously up and down.
Most existing sampling theories of this transform were derived from the LCT band-limited signal viewpoint.
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