Sentence examples for uses a small subset from inspiring English sources
The algorithm that they propose is fast because it uses a small subset of the data to build the SVDD model.
Group-orthogonal MC-CDMA (GO-MC-CDMA) [8] has recently been introduced as a particular flavour of MC-CDMA whereby users are split in groups and each group exclusively uses a (small) subset of all the available subcarriers.
Although GWP relies on genetic relationship derived from genome-wide markers, QP uses a small subset of markers and focuses more on LD between these markers and QTL.
The clinician – often under high cognitive load from the complicated technical equipment on an ICU – just uses a small subset of available parameter settings.
The Random Forest model performs an implicit feature selection, using a small subset of "strong variables" for the classification only, leading to its superior performance on high dimensional data.
We used the set of 102 K MDDR structures and eleven associated activity classes that have been used in several previous virtual screening studies (as well as the MDDR-HOM, MDDR-HET and WOMBAT datasets); however Abdo and Salim use a small subset of the MDDR database, containing just 40 K structures.
Given our purpose to model a co-authorship network using a small subset of papers, we manually reviewed and verified each of the 72 highly cited network papers in the WoS database to identify any ambiguities.
It may be argued that ants may not exploit the totality of their CHC profile, but only use a small subset of compounds for nestmate recognition, which would greatly reduce the complexity of the task.
To compare performance of the methods, we used a small subset of this dataset, same as we used previously [ 8].
For this end we used a small subset of subjects from a much larger study cohort, and two issues arose.
Compared with only using a small subset of SJs, e.g., IC, a matrix based on all of the SJs avoided a logarithm of zero and therefore did not need to introduce a pseudocount that may bias the distribution of scores.
