Statistical geometry based prediction of nonsynonymous SNP functional effects using random forest and neuro-fuzzy classifiers. [electronic resource]
Producer: 20080806Description: 1930-9 p. digitalISSN:- 1097-0134
- Algorithms
- Amino Acid Sequence
- Amino Acid Substitution
- Area Under Curve
- Artificial Intelligence
- Chi-Square Distribution
- Computational Biology -- methods
- Databases, Factual
- Decision Trees
- Fuzzy Logic
- Humans
- Hydrophobic and Hydrophilic Interactions
- Models, Statistical
- Molecular Sequence Data
- Neural Networks, Computer
- Phylogeny
- Polymorphism, Single Nucleotide -- genetics
- Predictive Value of Tests
- Protein Conformation
- Protein Structure, Secondary
- Protein Structure, Tertiary
- Proteins -- chemistry
- ROC Curve
- Reproducibility of Results
- Sequence Homology, Amino Acid
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Publication Type: Journal Article
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