When using Euler-characteristics directly for classification, for each sample 256 features would need to be considered (i.e., the characteristic's values at 256 gray levels), which gives an unfavorable sample size to dimensionality ratio.
Furthermore, no evidence was available for European countries, where minorities show cultural and social characteristics directly influencing health-related attitudes differing from US minorities.
All these characteristics directly impact testing protocols.
The feature characteristics directly affect effectiveness of fault recognition.
These characteristics directly influence the strength of forensic DNA evidence and make the availability of suitable allele frequency information for every discrete country or jurisdiction highly relevant.
The results influence the real sample characteristics directly.
Moreover, this information has not previously been reported for whole-genome arrays designed against bacteria, whose genomes may differ substantially in characteristics directly affecting microarray performance.
The obvious approach to filter design is to design directly for the attenuation characteristics desired.
Its comparison with the same characteristic measured directly in a spectroelectrochemical cell for a film deposited at the ITO electrode surface has provided an extra evidence in favor of the above hypothesis on the film being a morphologically uniform material, with incorporated solute oligomers in its outer layer.
Our results are striking not only in terms of identifying new robust markers that have improved performance characteristics when directly compared with existing methods for detecting risk for AKI, but also provide significant additional information over clinical data as evidenced by IDI, cfNRI and Cox models.
These characteristics could directly influence plant growth, for instance, by providing nitrogen and stimulatory compounds to plants.
