A Siren Song of Open Source Reproducibility, Examples from Machine Learning.
Edward RaffAndrew L. FarrisPublished in: ACM-REP (2023)
Keyphrases
- open source
- machine learning
- source code
- open source software
- machine learning algorithms
- data sets
- text classification
- natural language
- commercial systems
- explanation based learning
- inductive learning
- machine learning methods
- training examples
- data analysis
- reinforcement learning
- case study
- decision trees
- natural language processing
- learning algorithm
- real time
- computer vision
- database
- supervised machine learning
- machine learning and data mining
- data mining
- reverse engineering
- learning models
- knowledge acquisition
- computer science
- computational intelligence