Mechanisms for Automatic Training Data Labeling for Machine Learning.
Yang GuGondy LeroyPublished in: ICIS (2019)
Keyphrases
- machine learning
- training data
- learning algorithm
- active learning
- supervised learning
- decision trees
- domain knowledge
- support vector machine
- data sets
- training set
- test data
- labeled data
- feature selection
- training examples
- machine learning algorithms
- text classification
- computational intelligence
- information extraction
- semi supervised learning
- machine learning methods
- semi automatic
- learning tasks
- transfer learning
- classification accuracy
- training process
- pattern recognition
- image segmentation
- data mining
- neural network
- noisy data
- inductive logic programming
- labeling effort
- statistical methods
- fully automatic
- training dataset
- machine learning approaches
- image labeling
- learned from training data
- model selection
- knowledge acquisition
- input data
- natural language processing
- semi supervised
- knowledge discovery
- pairwise
- expert systems
- natural language
- reinforcement learning
- artificial intelligence
- information retrieval