Classification Cascades of Overlapping Feature Ensembles for Energy Time Series Data.
Judith NeugebauerOliver KramerMichael SonnenscheinPublished in: DARE (2015)
Keyphrases
- feature vectors
- decision trees
- feature set
- pattern recognition
- classification method
- feature analysis
- feature representation
- feature ranking
- classification models
- classification accuracy
- feature weights
- machine learning methods
- classification algorithm
- machine learning
- support vector machine svm
- support vector
- training data
- feature extraction
- image classification
- discriminative features
- benchmark datasets
- classifier combination
- feature space
- classification scheme
- automatic classification
- feature values
- class labels
- ensemble learning
- generalization ability
- cost sensitive
- pattern classification
- decision rules
- machine learning algorithms
- model selection
- text classification
- training set
- feature selection