Evaluation of computer vision for detecting agonistic behavior of pigs in a single-space feeding stall through blocked cross-validation strategies.
Junjie HanJanice M. SiegfordDirk ColbryRaymond LesiyonAnna BosgraafChen ChenTomas NortonJuan P. SteibelPublished in: Comput. Electron. Agric. (2023)
Keyphrases
- cross validation
- computer vision
- model selection
- training set
- hyperparameters
- regression problems
- generalization error
- variable selection
- support vector
- cross validated
- information criterion
- unseen data
- error estimates
- ls svm
- image processing
- parameter space
- support vector machine
- search space
- leave one out cross validation
- training data
- decision trees
- nearest neighbor classifiers