Improving Recognition of Antimicrobial Peptides and their Target Selectivity through Machine Learning and Genetic Programming
[Veltri, Kamath, Shehu '15]
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Data/Configuration
Models/Features
Models and Features:
Cross-Validation EFC-FCBF Experiment on Fernandes Dataset:
Hall of Fame Features
Sample Cross-validation Fold ARFF Training File
Sample Cross-validation Fold ARFF Testing File
Sample Logistic Model for Above
Sample Result For Above
Training/Testing EFC-FCBF Experiment on Xiao Dataset:
Hall of Fame Features
Subset Features
Xiao Training ARFF File (Run 1 out of 30)
Xiao Testing ARFF File
(Run 1 out of 30)
Model File
Result File
Training/Testing ECF+307-FCBF Experiment on Xiao Dataset Combining Physicochemical Features:
Top Combined Features
Xiao Combined Training ARFF File (Run 1 out of 30)
Xiao Combined Testing ARFF File (Run 1 out of 30)
Model File
Result File
Gram-Bacteria Experiments:
Combined Hall of Fame Features
All Training Files
All Testing Files