The presented method has the advantages of the lower data requirements and the utility of the results.
Hence, the MLLR method has lower data requirements.
Moreover, there are also a number of pragmatic reasons for quantising the measurements, e.g., it reduces the level of model complexity implying less computation and lower data requirements for model identification, provides a certain level of robustness to noise in the data, and has been shown to substantially reduce error rates in microarray-based classification [ 8, 51- 53].
Based on the FFR, the proposed scheme aims to improve the system data rate to satisfy lower data rate requirements of all users.
Second, the relationships in regions C, D and E require generating large multi-locus datasets for a broad selection of Rhodymeniophycideae for which targeted PCR amplification may be preferable to high-throughput genomics because of the large number of taxa involved and lower estimated data requirements.
Despite various improvements like LongSAGE [ 5] and SuperSAGE [ 6], issues such as lower data acquisition rates, laborious protocols, and the requirement for specialized equipment have restricted rapid adoption of sequencing-based methods.
Data requirement for the proposed method is significantly lower than the previous top-down and bottom-up approaches.
For that reason, we have interpreted their respective predictions as lower and upper bounds on future data requirements.
Devices in contact with these vessels will now be considered high-risk, whereas, one can only surmise, in the past they were deemed at a lower risk and subject to less stringent data requirements at the regulatory stage.
4.0 Minimum data requirements.
