The Idealized Machine Learning Pipeline (IMLP) for Advancing Reproducibility in Machine Learning.
Yantong ZhengVictoria StoddenPublished in: ACM-REP (2024)
Keyphrases
- machine learning
- pattern recognition
- information extraction
- learning tasks
- knowledge acquisition
- data mining
- machine learning methods
- neural network
- genetic algorithm
- computer vision
- decision trees
- support vector machine
- supervised learning
- learning systems
- supervised classification
- machine learning and data mining
- application of machine learning methods
- real world
- website
- learning algorithm
- knowledge base
- artificial intelligence
- databases
- knowledge discovery
- machine learning models
- machine learning approaches
- computational biology
- statistical learning
- inductive logic programming
- information systems
- machine learning algorithms
- unsupervised learning
- model selection
- text classification
- computational intelligence
- natural language processing
- database
- expert systems