Prediction of the Functional Roles of Small Molecules in Lipid Metabolism Based on Ensemble Learning
Keywords: ANN; Bagging; CFS; Independent set test; KEGG; KNN; SVM; TM; `Re-substitution test; ensemble learning; jackknife cross validation test; kernel function; lipid metabolism; metabolic pathway; small molecules
Document Type: Research Article
Publication date: 01 January 2012
- Protein & Peptide Letters publishes short papers in all important aspects of protein and peptide research, including structural studies, recombinant expression, function, synthesis, enzymology, immunology, molecular modeling, drug design etc. Manuscripts must have a significant element of novelty, timeliness and urgency that merit rapid publication. Reports of crystallisation, and preliminary structure determinations of biologically important proteins are acceptable. Purely theoretical papers are also acceptable provided they provide new insight into the principles of protein/peptide structure and function.