Characterizing the uncertainty of classification methods and its impact on the performance of crowdsourcing.
Javier RiberaKhalid TahboubEdward J. DelpPublished in: IMAWM (2015)
Keyphrases
- classification method
- benchmark datasets
- machine learning methods
- classification models
- benchmark data sets
- support vector
- pattern classification
- preprocessing
- classification systems
- machine learning algorithms
- density estimation
- classification scheme
- terms of classification accuracy
- robust classification
- pattern recognition
- machine learning
- accurate classification
- neural networks and support vector machines
- higher classification accuracy
- classification decisions
- data sets
- classification algorithm
- microarray
- cross validation
- unsupervised learning
- empirical studies
- computational cost
- feature extraction
- decision trees