Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters.
Hongseok ChoiHyunju LeePublished in: IEEE Access (2023)
Keyphrases
- early stopping
- classification accuracy
- training samples
- supervised learning
- text classification
- feature extraction
- training set
- machine learning methods
- decision trees
- data sets
- training data
- image classification
- class imbalance
- feature set
- stochastic gradient descent
- cost sensitive
- svm classifier
- support vector machine
- learning algorithm