Nearest Archetype Hull Methods for Large-Scale Data Classification.
Christian ThurauPublished in: ICPR (2010)
Keyphrases
- benchmark datasets
- data sets
- large scale data sets
- training data
- data reduction
- statistical methods
- data structure
- data analysis
- text classification
- cross validation
- missing values
- noisy data
- machine learning methods
- missing data
- data quality
- database
- statistical analysis
- data collection
- training samples
- data mining techniques
- data points
- active learning
- input data
- real world
- accurate classification
- bayesian methods
- classification systems
- machine learning
- statistical tests
- classification models
- data mining methods
- learning algorithm
- feature extraction
- preprocessing
- classification method
- feature vectors
- data sources
- high dimensional data
- classification accuracy
- pattern recognition
- spectral clustering
- decision trees
- machine learning algorithms
- classification trees
- dimensionality reduction methods
- image data
- image classification
- classification decisions