Exact(5)
The utility of LDABoost in other classification tasks such as image processing and speaker identification should be tested.
It was chosen due to its ability to build accurate statistical models [4] and to its previous use in other classification problems [6, 27, 28].
In other classification systems, numerical codes for multiple restriction enzymes are used to denominate the genome type.
This is the reason why more features had less performance in Figure 5 and it did not happen in other classification algorithms.
88 Thus, it is unsurprising that boosting performed so well in our study, as it has in other classification and prediction tasks.
Similar(55)
The rest are hidden in other classifications, as technical support personnel (Ms. Suarez), reservation clerks, temporary workers, bill collectors, mortgage brokers, 401(k) administrators or catalog order takers.
Some additional findings of fistulas that are identifiable on MRI, such as the presence of abscesses, branching, and other features, are not included in other classifications.
All immunological markers were consistently higher in the HAM classification, while in other classifications these findings were inconsistent.
The distribution patterns of GeneChip 500K and Hap550 are very similar (Figure 3): similar high proportion of intron classification and similar distribution in other classifications.
Our goal is to determine features that are most informative in discriminating one class from the rest even if they are quite uninformative in other classifications.
MoA definitions are present in other classifications such as the Medical Subject Headings (Nelson et al., 2004) or the Chemical Entities of Biological Interest (Hastings et al., 2013) for example.
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