How ranker and learner choice affects classification performance on noisy bioinformatics data.
Ahmad Abu ShanabTaghi M. KhoshgoftaarRandall WaldAmri NapolitanoPublished in: IRI (2014)
Keyphrases
- data analysis
- data sets
- database
- knowledge discovery
- high quality
- training data
- data collection
- data processing
- data reduction
- feature extraction
- data quality
- raw data
- data distribution
- spatial data
- missing data
- image data
- machine learning
- probability distribution
- pattern recognition
- data points
- statistical analysis
- support vector machine svm
- training examples
- data sources
- feature space
- information retrieval
- noisy data
- incomplete data
- feature selection