Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics.
Denis KleykoAbbas RahimiDmitri A. RachkovskijEvgeny OsipovJan M. RabaeyPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- decision trees
- pattern recognition
- supervised learning
- pattern classification
- machine learning
- classification method
- text classification
- image classification
- automatic classification
- classification systems
- feature extraction
- classification scheme
- precision and recall
- classification process
- high precision
- support vector
- support vector machine svm
- classification algorithm
- class labels
- binary classifiers
- model selection
- classification accuracy
- feature vectors
- decision rules
- unsupervised learning
- classification rules
- semi supervised
- multi class
- support vector machine
- class imbalance
- object classification
- hamming distance
- feature space
- preprocessing
- binary classification problems
- binary features