To improve efficiency, the searching algorithm of the MPS method is modified by eliminating redundant calculations.
New operating points are computed from actual training samples, versus an alternative approach involving grid generation, that is prone to redundant calculations, and poor adaptation to certain classifier architectures.
Essentially combines two filters or other operations, eliminating redundant calculations and storage.
Due to the fact that there is a large amount of overlap between these RoIs, redundant calculations result in inefficiencies.
An novel data structure named segment tree is proposed to store aggregates for sub-ranges of an entire group, which helps reduce redundant calculations.
(b) In order to avoid redundant calculations in solving the decision problem, the positive mode and the negative mode are combined into one ideal mode, as the interval numbers are composed of upper- and lower-limits.
The fingerprint-based analysis of chemical libraries, in particular of large collections, usually requires the molecular representation of each compound in the library that may lead to issues of storage space and redundant calculations.
This result allows the probability of O evaluation, but to evaluate it directly would be exponential in T. A better approach is to recognise that many redundant calculations would be made by directly evaluating Eq. 9, and therefore, caching calculations may lead to reduced complexity.
However, to test for ray-surface intersection, one has to scan a range of triangles based on a partitioning scheme, which introduces redundant calculations.
By contrast, the versions of CLAK-C hol and CLAK-E ig shown in Table S1 are the product of a number of optimizations aimed at saving intermediate results across successive problems, thus avoiding redundant calculations.
