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Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems.
Kwanele Phinzi
Dávid Abriha
Szilárd Szabó
Published in:
Remote. Sens. (2021)
Keyphrases
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complex systems
classification systems
pattern recognition
pattern classification
classification accuracy
expert systems
classification models
classification algorithm
supervised learning
classification scheme
physical systems
support vector
decision trees
feature vectors
management system
information extraction
automatic classification
retrieval systems
building blocks
artificial intelligence
support vector machine svm
cross validation
svm classifier
preprocessing
model selection
cost sensitive
complex data
classification method
decision rules
learning systems
benchmark datasets
training samples
neural network
intelligent systems
image classification
feature set
support vector machine
high level
feature selection
search engine
machine learning
real world