Improving the Reliability of Mixture Tuned Matched Filtering Remote Sensing Classification Results Using Supervised Learning Algorithms and Cross-Validation.
Devin RouthLindsi SeegmillerCharlie BettigoleCatherine KuhnChadwick D. OliverHenry B. GlickPublished in: Remote. Sens. (2018)
Keyphrases
- cross validation
- remote sensing
- supervised learning algorithms
- model selection
- support vector
- change detection
- training set
- multispectral
- remote sensing images
- high resolution
- image analysis
- regression problems
- supervised learning
- hyperparameters
- hyperspectral
- image processing
- generalization error
- binary classifiers
- base learners
- machine learning
- classification algorithm
- machine learning algorithms
- pattern recognition
- data sets
- svm classifier
- unlabeled data
- classification accuracy
- high quality
- decision trees