Spatial bagging to integrate spatial correlation into ensemble machine learning.
Fehmi ÖzbayrakJohn T. FosterMichael J. PyrczPublished in: Comput. Geosci. (2024)
Keyphrases
- spatial correlation
- machine learning
- ensemble methods
- ensemble learning
- temporal correlation
- machine learning methods
- decision trees
- random forests
- base classifiers
- random forest
- learning algorithm
- machine learning algorithms
- imbalanced data
- ensemble selection
- ensemble classification
- learning machines
- ensemble members
- ensemble classifier
- feature selection
- majority voting
- tree ensembles
- training set
- classifier ensemble
- prediction accuracy
- neural network
- supervised learning
- randomized trees
- spatial clustering
- decision tree classifiers
- data mining
- information extraction
- base learners
- meta learning
- generalization ability
- cluster ensemble
- spatial information
- naive bayes
- bias variance analysis
- regression problems
- inductive learning
- support vector machine
- active learning
- feature space
- class label noise