Machine-learning algorithms for predicting on-farm direct water and electricity consumption on pasture based dairy farms.
Philip ShineMichael D. MurphyJohn UptonT. ScullyPublished in: Comput. Electron. Agric. (2018)
Keyphrases
- machine learning algorithms
- electricity consumption
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- electric power
- learning problems
- predictive accuracy
- machine learning systems
- learning tasks
- random forests
- machine learning approaches
- economic development
- standard machine learning algorithms
- growth rate
- energy saving
- energy consumption
- input features
- learning models
- transfer learning
- machine learning models
- active learning
- statistical machine learning
- naive bayes
- text classification