A simple method for combining estimates to improve the overall error rates in classification.
Narayanaswamy BalakrishnanMajid MojirsheibaniPublished in: Comput. Stat. (2015)
Keyphrases
- classification accuracy
- pattern recognition
- classification systems
- support vector machine svm
- support vector
- estimation error
- image classification
- pattern classification
- feature extraction
- feature selection
- feature space
- neural network
- improve the classification accuracy
- machine learning
- automatic classification
- classification method
- svm classifier
- classification rate
- decision trees
- text classification
- error analysis
- classification process
- classification scheme
- benchmark datasets
- generalization error
- classification models
- classification rules
- classification algorithm
- class labels
- model selection
- artificial neural networks
- training set
- data mining