Sampling Bias in Deep Active Classification: An Empirical Study.
Ameya PrabhuCharles DogninManeesh SinghPublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- classification scheme
- pattern recognition
- support vector machine svm
- automatic classification
- image classification
- classification rate
- support vector
- feature vectors
- classification method
- classification process
- supervised classification
- object classification
- classification models
- pattern classification
- text classification
- support vector machine
- decision trees
- feature selection
- benchmark datasets
- svm classifier
- supervised learning
- multi class
- random sampling
- class imbalance
- training set
- training data
- machine learning