Multiresolution Estimates of Classification Complexity and Multiple Subspace Classifiers for Understanding and Solving Complex Recognition Tasks.
Peng WangVarun KumarManeesha SinghPublished in: SPPRA (2006)
Keyphrases
- multiresolution
- solving complex
- classification algorithm
- support vector
- classification method
- class labels
- supervised classification
- decision trees
- feature space
- svm classifier
- classification decisions
- classification models
- training samples
- problems involving
- feature extraction
- feature set
- classification accuracy
- training set
- classification rate
- binary classifiers
- support vector machine svm
- support vector machine
- feature selection
- feature vectors
- fuzzy logic
- nearest neighbor classifier
- roc curve
- computational complexity
- text classification
- low dimensional
- training data
- high dimensional
- naive bayes
- subspace methods
- supervised learning