Computer systems that learn: an empirical study of the effect of noise on the performance of three classification methods.
James R. NolanPublished in: Expert Syst. Appl. (2002)
Keyphrases
- computer systems
- machine learning methods
- classification method
- benchmark datasets
- decision trees
- operating system
- data mining
- data processing
- noisy data
- communication systems
- preprocessing
- classification models
- computing systems
- computer networks
- classification systems
- noise sensitivity
- machine learning
- cross validation
- human computer interaction
- information systems
- image classification
- benchmark data sets
- multi class
- hardware and software
- support vector machine
- feature space
- artificial intelligence
- achieve high classification accuracy