Sentence examples for using a reduced dataset from inspiring English sources
The tests also show that the algorithms classify the activity with a high accuracy using a reduced dataset.
To evaluate the impact on the topology of the very likely incorrect positions of Symphyla and Pauropoda, we repeated the time-heterogeneous analysis using a reduced dataset excluding these taxa.
Those variance components may be re-estimated periodically using a reduced dataset to reduce computational burden.
Using a reduced dataset (just a five-month period) body mass predicted use of supplemental food better than sex and age classes.
Individual unsupervised model-based ancestry estimations for K ranging from 2 to 5 assessed by ADMIXTURE using a reduced dataset with a maximum of 20 individuals per breed chosen at random from the complete dataset.
An issue that emerges from using a reduced dataset (such as our 98-compound test set) is that the enrichment metrics derived exhibit a higher variance compared to significantly large datasets.
We performed our ancestral state reconstructions using a reduced ITS dataset and they showed that floral characters were more phylogenetically dependent than vegetative ones (Fig. 7).
The models of sequence evolution for the BEAST analysis were determined by jModelTest as the HKY model for the cytochrome b data and the TIM1+G model for the control region (this differs slightly from the cytochrome b model used for the phylogeny, as a reduced dataset comprising of only dated samples was used for the BEAST analysis; see additional file 2).
The first method involves regional averaging on a reduced dataset.
A comparison of results in Table 3 [models based on 5,891 variables (full dataset) and models based on 2,796 variables (refined dataset)] reveals that all p values and correct classification rates improved using a reduced data set with fewer variables.
[H4] One can obtain equal or better now-casting results by using a drastically reduced dataset, as long as the data quality of the smaller set is high.
