On the Importance of Firth Bias Reduction in Few-Shot Classification.
Saba GhaffariEhsan SalehDavid ForsythYu-Xiong WangPublished in: CoRR (2021)
Keyphrases
- feature selection
- classification method
- decision trees
- machine learning
- video sequences
- support vector
- video data
- classification algorithm
- machine learning methods
- support vector machine svm
- classification models
- support vector machine
- classification accuracy
- automatic classification
- training set
- preprocessing
- classification systems
- pattern classification
- classification rules
- video shots
- reduction method
- detection algorithm
- multi class
- feature vectors
- pattern recognition
- feature extraction
- benchmark datasets
- unsupervised learning
- text classification
- active learning
- classification scheme