Towards a change taxonomy for machine learning pipelines.
Aaditya BhatiaEllis E. EghanManel GrichiWilliam G. CavanaghZhen Ming (Jack) JiangBram AdamsPublished in: Empir. Softw. Eng. (2023)
Keyphrases
- machine learning
- machine learning algorithms
- feature selection
- pattern recognition
- machine learning methods
- reinforcement learning
- artificial intelligence
- support vector machine
- information extraction
- text mining
- text classification
- databases
- statistical learning
- unsupervised learning
- hierarchically organized
- inductive learning
- database
- image processing
- computer vision
- learning algorithm
- knowledge discovery
- data mining
- real time
- supervised machine learning
- machine learning approaches
- data sets
- neural network
- learning problems
- learning tasks
- kernel methods
- statistical methods
- model selection
- decision trees
- supervised learning
- multiscale
- active learning