Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models.
Oshana DissanayakeSarah E. McPhersonJoseph AllyndreeEmer KennedyPadraig CunninghamLucile RiaboffPublished in: CoRR (2024)
Keyphrases
- machine learning models
- machine learning approaches
- machine learning algorithms
- spam filtering
- classification accuracy
- machine learning
- feature set
- classification models
- feature vectors
- feature extraction
- svm classifier
- feature space
- learning models
- machine learning methods
- class labels
- benchmark datasets
- accelerometer data
- unsupervised learning
- image classification
- support vector machine
- support vector
- feature selection
- text classification
- reinforcement learning
- training data
- weak classifiers
- decision trees
- neural network