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Table 1 Preprocessed benchmark dataset

From: An advanced approach to identify antimicrobial peptides and their function types for penaeus through machine learning strategies

Function Dataset Function type Sequence
AMPs \(s_{1}^{AMPs}\) Wound healing 18
  \(s_{2}^{AMPs}\) Spermicidal 13
  \(s_{3}^{AMPs}\) Insecticidal 28
  \(s_{4}^{AMPs}\) Chemotactic 57
  \(s_{5}^{AMPs}\) Antifungal 593
  \(s_{6}^{AMPs}\) Anti-protist 4
  \(s_{7}^{AMPs}\) Antioxidant 22
  \(s_{8}^{AMPs}\) Antibacterial 1297
  \(s_{9}^{AMPs}\) Antibiotic 32
  \(s_{10}^{AMPs}\) Antimalarial 25
  \(s_{11}^{AMPs}\) Antiparasital 101
  \(s_{12}^{AMPs}\) Antiviral 125
  \(s_{13}^{AMPs}\) Anticancer 125
  \(s_{14}^{AMPs}\) Anti-HIV 109
  \(s_{15}^{AMPs}\) Proteinase inhibitor 26
  \(s_{16}^{AMPs}\) Surface immobilized 43
  s AMPs   2618
non-AMPs s nonAMPs   4371