Kern: A Labeling Environment for Large-Scale, High-Quality Training Data.
Johannes HötterHenrik WenckMoritz FeuerpfeilSimon WitzkePublished in: NLDB (2022)
Keyphrases
- training data
- high quality
- learning algorithm
- training set
- active learning
- real time
- decision trees
- real life
- high resolution
- training examples
- data sets
- low quality
- small scale
- test set
- virtual world
- dynamic environments
- domain knowledge
- image segmentation
- image quality
- supervised learning
- pairwise
- test data
- robotic systems
- feature selection
- labeling process
- hierarchical text classification
- labeled data for training