High Class-Imbalance in pre-miRNA Prediction: A Novel Approach Based on deepSOM.
Georgina StegmayerCristian A. YonesLaura KamenetzkyDiego H. MilonePublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2017)
Keyphrases
- class imbalance
- gene expression
- class distribution
- computational methods
- active learning
- gene ontology
- secondary structure
- cost sensitive
- sampling methods
- prediction accuracy
- regulatory networks
- high dimensionality
- microarray
- binding sites
- feature selection
- concept drift
- support vector machine
- feature vectors
- training set
- neural network