Ensemble Learning in Hyperspectral Image Classification: Toward Selecting a Favorable Bias-Variance Tradeoff.
Andreas MerentitisChristian DebesRoel HeremansPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2014)
Keyphrases
- ensemble learning
- bias variance tradeoff
- hyperspectral image classification
- active learning
- hyperspectral
- generalization ability
- ensemble methods
- hyperspectral images
- random forest
- face recognition
- base classifiers
- unlabeled data
- decision trees
- remote sensing
- hyperspectral data
- computer vision
- classification accuracy
- image data
- neural network
- support vector machine svm
- prediction accuracy
- feature vectors
- pairwise
- data streams
- pattern recognition
- e learning
- feature selection
- data mining