How far are we with automated machine learning? characterization and challenges of AutoML toolkits.
Md. Abdullah Al AlaminGias UddinPublished in: Empir. Softw. Eng. (2024)
Keyphrases
- machine learning
- learning algorithm
- machine learning algorithms
- semi automated
- inductive learning
- knowledge acquisition
- learning systems
- machine learning methods
- learning problems
- knowledge discovery
- semi automatic
- feature selection
- data mining
- computer aided
- unsupervised learning
- learning tasks
- text classification
- active learning
- lessons learned
- natural language processing
- information extraction
- key issues
- machine learning approaches
- computer science
- machine learning and data mining
- open issues
- artificial intelligence
- real world
- interdisciplinary field
- explanation based learning
- neural network
- text mining
- support vector machine
- information technology
- data analysis
- pattern recognition
- case study
- decision trees
- website
- genetic algorithm