Identifying Training Stop Point with Noisy Labeled Data.
Sree Ram KamabattulaVenkat DevarajanBabak NamaziGanesh SankaranarayananPublished in: CoRR (2020)
Keyphrases
- labeled data
- labeled training data
- unlabeled data
- supervised learning
- labeled data for training
- semi supervised
- semi supervised learning
- training examples
- number of labeled examples
- training data
- training and test data
- active learning
- labeled instances
- text classification
- supervised methods
- transfer learning
- domain adaptation
- data points
- labeled examples
- labeling effort
- class labels
- co training
- training set
- prior knowledge
- semi supervised classification
- labeled and unlabeled data
- unsupervised learning
- learning algorithm
- label information
- trained classifiers
- training process
- fully labeled
- labeling process
- labeled training set
- neural network
- data mining
- data sets
- multiple instance learning
- unlabeled instances
- cross domain
- test data
- test set
- machine learning