The Effects of Point or Polygon Based Training Data on RandomForest Classification Accuracy of Wetlands.
Jennifer CorcoranJoseph F. KnightKeith C. PelletierLian P. RampiYan WangPublished in: Remote. Sens. (2015)
Keyphrases
- classification accuracy
- training data
- training set
- naive bayes
- data sets
- feature selection
- support vector
- feature space
- decision trees
- support vector machine
- training samples
- learning algorithm
- test set
- domain knowledge
- feature set
- training examples
- test data
- feature subset
- training process
- terms of classification accuracy
- unlabeled data
- convex hull
- classification models
- data reduction
- training instances
- svm classification
- high classification accuracy
- training set size
- improving classification accuracy