Sentence examples for dataset assignment from inspiring English sources

Since the instance counts of different labels are not balanced in this dataset, assignment of the same cost value to the two classes would cause skewing of the separating hyperplane towards the minority class as a result of this imbalance.

However, the low resolution of the MS/MS datasets makes assignment of modifications, including crucially the site of modification, less confident and ill suited for routine use.

For most datasets these assignments only affect the time to convergence and not the converged solution.

Group 1 is subdivided into three subgroups (Subgroups 1a, 1b, 1c) for the complete dataset (For subgroup assignment details, see Additional file 1).

The 'in-house reference database' (referred to as 'Ref-DB') was constructed by selecting 243 microbial genomes (Supplementary Table S3) from the reference dataset for COG assignment.

After the demultiplexing of the dataset, ie, the assignment of reads to samples using barcode information, the next step is OTU picking.

The 3rd codon position was not excluded in this dataset, as taxon assignment to terminal groups rather than basal resolution was the focus.

Although calculations of ΔK do not allow for differentiation between one or two groups in the dataset, the strains' assignment (Table 2) was most congruent with the existence of two sub-populations.

The 120 training series varied in size, ranging from 596 to 20 277 peptide assignments, i.e. covering up to one-third of the complete dataset's peptide assignments.

The proposed model was tested by performing numerical experiments using finance-related datasets including credit assignment, bank telemarketing, bankruptcy, and banknote authentication.

Some unitags mapped more than once within a dataset making an unambiguous assignment difficult.