Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data.
Sarah J. GravesGregory P. AsnerRoberta E. MartinChristopher B. AndersonMatthew S. ColganLeila KalantariStephanie A. BohlmanPublished in: Remote. Sens. (2016)
Keyphrases
- imbalanced data
- feature selection
- linear regression
- class distribution
- class imbalance
- semi supervised
- learning from imbalanced data
- ensemble methods
- support vector machine
- random forest
- sampling methods
- gene trees
- learning algorithm
- unsupervised learning
- supervised learning
- ensemble classifier
- machine learning
- index structure
- svm classifier
- high dimensionality
- classification models
- base classifiers
- base learners
- decision trees