Feature Selection Has a Large Impact on One-Class Classification Accuracy for MicroRNAs in Plants.
Malik YousefMuserref Duygu SaçarWaleed KhalifaJens AllmerPublished in: Adv. Bioinformatics (2016)
Keyphrases
- feature selection
- classification accuracy
- selected features
- feature set
- feature subset
- naive bayes
- feature space
- support vector
- improvement in classification accuracy
- computational methods
- multi class
- mutual information
- training data
- text categorization
- feature weighting
- data reduction
- feature extraction
- accurate classification
- feature reduction
- feature selection algorithms
- machine learning
- text classification
- information gain
- high throughput
- classification rate
- rough sets
- support vector machine
- terms of classification accuracy
- feature vectors
- wrapper feature selection
- high dimensionality
- dimensionality reduction
- binding sites
- knn
- data sets