Training data scientists: a few challenges.
Gilbert SaportaPublished in: Int. J. Data Sci. Anal. (2018)
Keyphrases
- training data
- decision trees
- learning algorithm
- test set
- computer science
- data sets
- test data
- lessons learned
- artificial intelligence
- training set
- real world
- application scenarios
- scientific disciplines
- classification accuracy
- real time
- supervised learning
- training examples
- scientific data
- key issues
- scientific communities
- unlabeled data
- prior knowledge
- speech recognition
- small number
- support vector machine
- active learning
- database systems
- computational tools
- computational science
- search engine
- learned from training data
- databases