LncRNA-ID is a new tool that calculates the coding potential of a transcript using a machine learning model (random forest) based on multiple features including sequence characteristics of putative open reading frames, translation scores based on ribosomal coverage, and conservation against characterized protein families.
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LncRNA-ID: Long non-coding RNA IDentification using balanced random forests.
Achawanantakun R, Chen J, Sun Y, Zhang Y.
Bioinformatics. 2015 Aug 26. pii: btv480.