A systematic review of automated feature engineering solutions in machine learning problems.
Fernando F. PradoLuciano A. DigiampietriPublished in: SBSI (2020)
Keyphrases
- learning problems
- feature engineering
- systematic review
- machine learning
- learning tasks
- kernel methods
- machine learning algorithms
- supervised learning
- learning algorithm
- semi supervised learning
- dependency parsing
- empirical studies
- labeled data
- reinforcement learning
- natural language processing
- computational learning theory
- text classification
- decision trees
- neural network
- support vector machine
- pairwise
- artificial intelligence
- natural language