Robust Pruning of Training Patterns for Optimum-Path Forest Classification Applied to Satellite-Based Rainfall Occurrence Estimation.
João Paulo PapaAlexandre Xavier FalcãoGreice Martins de FreitasAna Maria Heuminski de ÁvilaPublished in: IEEE Geosci. Remote. Sens. Lett. (2010)
Keyphrases
- optimum path forest
- training patterns
- decision boundary
- pattern classification
- training set
- support vector machine
- neural network
- pattern recognition
- bayesian classifier
- training samples
- support vector
- machine learning
- nearest neighbor classifier
- training algorithm
- data distribution
- feature selection
- machine learning methods
- training data
- feature extraction
- decision trees
- unsupervised learning
- feature set
- support vector machine svm
- cross validation
- data points
- classification accuracy
- feature vectors
- pairwise
- supervised and unsupervised learning