Feature Selection and Comparison of Machine Learning Algorithms in Classification of Grazing and Rumination Behaviour in Sheep.
Nicola MansbridgeJurgen MitschNicola BollardKeith A. EllisGiuliana G. Miguel-PachecoTania DottoriniJasmeet KalerPublished in: Sensors (2018)
Keyphrases
- machine learning algorithms
- machine learning
- benchmark data sets
- feature selection
- machine learning methods
- input features
- decision trees
- predictive accuracy
- learning algorithm
- meta learning
- machine learning approaches
- machine learning models
- random forests
- classification accuracy
- learning problems
- learning tasks
- statistical machine learning
- text classification
- machine learning systems
- multiclass classification
- feature set
- support vector machine
- feature space
- mutual information
- learning models
- standard machine learning algorithms
- supervised learning algorithms
- support vector
- information gain
- classification models
- feature selection algorithms
- training set
- training data
- high dimensional
- feature extraction
- feature subset
- real world
- model selection