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miRClassify


Novel miRNA/Precursor Prediction


Analysis Scheme:
A machine learning-based web server that can rapidly identify miRNA from the primary sequence and classify it into a miRNA family regardless of similarity in sequence and structure. Additionally, the medical implication of the miRNA family is also provided when it is available in PubMed.

Homepage: Link

Last Software Update: Dec. 21, 2013
Publication Date: Dec. 21, 2013
Reference: [Journal] [Pubmed] [CrossRef]
Citations: 42 [via Pubmed]

Organism Specific:
  • any (from miRBase)

    • Reference Genome Needed:
    Online/Local: /
    Installation/User Level: easy
    User Adjustability:
    User support:
    Precomputed Target Results Available For Download:
    Performance : Accuracy: 95.71%, 91.43%, 72.74%
    Cross-Refferences:
  • miRBase
  • Pubmed

    • Novel miRNA/Precursor Prediction
    Prediction Features:
  • sequence
  • structure
  • miRNA family classification and assocatied diseases

    • Algorithm: Hierarchical Random Forest
    Novel miRNA / Precursor Analysis: Classification
    NGS Data Needed:





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