Evaluation of classification quality and comparative analysis of clustering and self-organization.
Aaron LarocqueIren ValovaPublished in: Complex Adaptive Systems (2011)
Keyphrases
- comparative analysis
- unsupervised learning
- classification accuracy
- unsupervised clustering
- machine learning
- supervised classification
- text classification
- image classification
- unsupervised classification
- pattern recognition
- quality assessment
- clustering method
- high quality
- nearest neighbor classification
- clustering algorithm
- support vector
- feature selection
- classification systems
- training set
- semi quantitative
- classification scheme
- automatic classification
- pattern classification
- data quality
- hierarchical clustering
- high dimensionality
- classification algorithm
- decision trees
- decision rules
- k means
- benchmark datasets
- neural network
- feature extraction
- multi agent
- quality evaluation
- model selection
- machine learning algorithms
- class labels
- categorical data
- quality measures
- evaluation method
- classification models
- classification rules