Sentence examples similar to small set of informative papers from inspiring English sources

We overcame this constraint in two ways; we increased the number of samples by integrating independently generated microarrays that had been designed with the same biological objectives, and reduced the number of genes involved in the classification by selecting a small set of informative genes.

An L1-penalty term is commonly used in continuous model selection to identify a small set of informative features.

RF-based variable importance measures were previously used in microarray expression data analyses to select a relatively small set of informative genes for disease/sample classification [ 14, 15].

Although these methods can select smaller set of informative genes, only a small percentage of these so called "informative" genes are biologically relevant as proved by medical experiments.

The addition of training data from other breeds produces an MBV where the SNP effects are concentrated onto a smaller set of informative SNPs.

In general, the variability in this small set of papers was unexpectedly high in virtually every dimension evaluated.

DMFS elicits a small set of a priori informative motifs that discriminate between positive (here, H2A/H4R3me2s) and negative (here, H2A.Z) classes.

These are high barriers and major applications may not happen for 5 years or more; in the meantime, the door is wide open for directed and much less expensive epigenetic assays with small sets of highly informative genes.

The main goal is to choose a small set of features that are sufficiently informative while keeping the model simple and generalizable.

Thus far, no study has attempted the selection of a small set of markers that can effectively be used for inference of population structure and ancestry (Ancestry Informative Markers – AIMs) from this dataset.

Find a reasonably small set of stairs.