Multiscale Bagging and Its Applications.
Hidetoshi ShimodairaTakafumi KanamoriMasayoshi AokiKouta MinePublished in: IEICE Trans. Inf. Syst. (2011)
Keyphrases
- multiscale
- ensemble methods
- decision trees
- natural images
- ensemble learning
- wavelet transform
- scale space
- coarse to fine
- random forest
- edge detection
- machine learning
- imbalanced data
- random forests
- neural network ensembles
- ensemble classification
- meta learning
- translation invariant
- image representation
- image processing
- variance reduction
- base classifiers
- wavelet domain
- image segmentation
- image fusion
- multiscale representation
- filter bank
- generalization error
- training set
- classifier ensemble
- individual classifiers
- multiscale analysis
- bootstrap sampling
- randomized trees
- model averaging
- ensemble members
- ensemble classifier
- generalization ability
- model selection