Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class Balance.
Alireza FazelpourTaghi M. KhoshgoftaarDavid J. DittmanAhmad Abu ShanabPublished in: IRI (2015)
Keyphrases
- data quality
- training data
- data sets
- data analysis
- data transformation
- data processing
- data privacy
- data cleaning
- quality management
- information loss
- input data
- database
- quality assessment
- high dimensional data
- data sources
- feature selection
- class labels
- missing data
- text mining
- statistical databases
- data model
- data mining
- cell suppression