Classification of protein motifs based on subcellular localization uncovers evolutionary relationships at both sequence and functional levels.
Marcos Parras-MoltóFrancisco J. Campos-LaborieJuan García-DiéguezM. R. Rodríguez-GriñoloAntonio J. Pérez-PulidoPublished in: BMC Bioinform. (2013)
Keyphrases
- support vector
- svm classifier
- subcellular localization
- support vector machine
- feature ranking
- protein families
- classification accuracy
- feature selection
- logistic regression
- genetic algorithm
- genome sequences
- sequence alignment
- image classification
- text classification
- protein sequences
- biological sequences
- protein function prediction
- dna sequences
- classification models
- sequence data
- molecular biology
- knowledge discovery
- evolutionary algorithm
- drug discovery
- genomic sequences
- feature vectors
- feature space
- data sets