Sentence examples for samples based solely from inspiring English sources

This 1,521 gene list was then applied to the independent validation set of 9 patients and 9 controls using an unsupervised scheme that allowed clustering of samples based solely on intrinsic gene expression levels (Figure 2b).

In the second step of the analysis, the Illumina gene list was applied to an independent validation set of subjects using an unsupervised scheme that allowed clustering of samples based solely on intrinsic gene expression levels.

To classify samples based solely on genome-wide resemblances in the gene copy-number gain/loss patterns, unsupervised hierarchical cluster analyses were performed using a free software programme (Cluster 3.0, version 1.52 and TreeView, version 1.1.6r2) [ 25, 26].

Using a random sampling of a proportion of the whole cohort as a training set (approximately 40%) and testing the classifier on the remaining samples, the mean misclassification over 10 repeated runs was 1.8%, implying that the algorithm could correctly classify over 98% of samples based solely on family-level abundance as belonging to either controls or UC.

Clustering the mixed data types in this fashion was better than typical k-means style clustering of either microarray or clinical chemistry numeric data alone (i.e. the other data sets weights set at 0) and better than k-modes clustering of the samples based solely on the histopathology data.

Using all data for each mandible orientation (lingual N = 189; occlusial N = 184), we assessed the most likely number of statistically different groups within samples based solely on their shapes using a Bayesian posterior probability assignment tests run in the program Autoclass-C v 3.3.4.

If decision-related activity patterns in the "strategy maps" (Fig. 4f) indeed reflect the unique psychological computations involved in inequity aversion (IA) and guilt aversion (GA), then we should be able to predict participant strategies out of sample based solely on their brain activity.

A larger sample based solely on elements derived from unbiased methods will be required to test this hypothesis and is currently underway.

The selection of these 40 samples was based solely on the fact that they contained >50 ug of protein.

Tracklib's tiered, time-based payment model is one potential solution but one could argue that paying out sample royalties based solely on the amount of time referenced within a song might not actually reflect the sample's value.

Sampling strategies based solely on MH updates of v and s, and collapsed representations of full conditional densities can improve the computational efficiency of MCMC relative to the use of Gibbs updates.