Improving Accuracy and Speed of Optimum-Path Forest Classifier Using Combination of Disjoint Training Subsets.
Moacir P. Ponti Jr.João P. PapaPublished in: MCS (2011)
Keyphrases
- optimum path forest
- supervised pattern recognition
- nearest neighbor classifier
- training set
- training samples
- training process
- decision boundary
- classification accuracy
- training examples
- prediction accuracy
- pairwise
- supervised learning
- feature space
- support vector
- training data
- strongly connected
- principal component analysis
- test set
- feature selection
- high resolution
- data streams
- decision trees