Bias-Variance Analysis of Local Classification Methods.
Julia SchiffnerBernd BischlClaus WeihsPublished in: GfKl (2010)
Keyphrases
- machine learning methods
- pattern classification
- classification systems
- classification method
- significant improvement
- multiclass classification
- robust classification
- benchmark datasets
- classification models
- preprocessing
- computational cost
- neural network
- pattern recognition
- feature extraction
- density estimation
- benchmark data sets
- image classification
- cross validation
- active learning
- feature space
- clustering algorithm
- machine learning
- real world