Direct Minimization of Error Rates in Multivariate Classification.
Michael C. RöhlClaus WeihsWinfried TheisPublished in: Comput. Stat. (2002)
Keyphrases
- automatic classification
- classification accuracy
- feature extraction
- classification systems
- feature selection
- decision trees
- text classification
- classification algorithm
- support vector machine svm
- objective function
- support vector
- supervised learning
- image classification
- machine learning
- model selection
- classification models
- density estimation
- pattern classification
- pattern recognition
- class labels
- neyman pearson
- classification process
- classification rate
- machine learning methods
- svm classifier
- feature vectors
- machine learning algorithms
- error rate
- preprocessing
- denoising
- multi class
- support vector machine
- training set