Exact(27)
Finding a subset of discriminatory genes (features) through intelligent algorithms has been trend.
The number of genes (features) considered in the analysis of microarray data is very critical.
The median rank of the BC features is the lowest of all the feature sets, the BCC median rank is slightly worse, but still better than the HCC, S456, and Genes features which perform the worst.
Also among these genes were 21 genes corresponding to phage structural genes and more than 30 transposon- and integrase-associated genes, features consistent with genes frequently transferred horizontally among bacteria.
Note: k = the number of genes (features) in a subset during a training phase in SVM.
For 31 genes, features of the published phenotype were assessed but not detected by our pipeline.
Similar(33)
Gene List X (2,344 gene features) represents the genes that were differentially expressed between clusters A and B, whereas gene List Y (1489 gene features) represents the genes that were differentially expressed between clusters B and C (Figure 2A).
Bimodal genes feature a distribution with two distinct peaks (maximal signals) (Fig 1B).
All four genes featured in Fig. 6 have ESTs indicating their expression [ 38].
In addition to genes that encode predicted transcripts of unknown function, developmental genes feature prominently among the latter.
First, SNPs are given preliminary risk scores according to their gene features since SNPs of different gene features may have different disease risk [7].
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