Dynamic cattle behavioural classification using supervised ensemble classifiers.
Ritaban DuttaDaniel V. SmithRichard RawnsleyGreg Bishop-HurleyJames HillsGreg P. TimmsDavid HenryPublished in: Comput. Electron. Agric. (2015)
Keyphrases
- ensemble classifier
- classification models
- ensemble classification
- feature selection
- unsupervised learning
- supervised learning
- support vector machine
- majority voting
- ensemble learning
- machine learning
- concept drift
- classification accuracy
- text classification
- base classifiers
- feature vectors
- support vector machine svm
- benchmark datasets
- multiscale
- training data
- decision trees
- preprocessing
- machine learning algorithms
- ensemble methods
- generalization ability
- bayesian networks
- feature extraction
- data sets