Behavior classification of goats using 9-axis multi sensors: The effect of imbalanced datasets on classification performance.
Koki SakaiKazato OishiMasafumi MiwaHajime KumagaiHiroyuki HirookaPublished in: Comput. Electron. Agric. (2019)
Keyphrases
- imbalanced datasets
- decision trees
- classification accuracy
- feature vectors
- support vector machine
- pattern classification
- support vector
- training set
- supervised learning
- feature extraction
- benchmark datasets
- class imbalance
- feature set
- cost sensitive learning
- sampling methods
- classification models
- machine learning methods
- svm classifier
- text classification
- data sets
- learning algorithm
- machine learning