MLWHATIF: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over?
Stefan GrafbergerShubha GuhaPaul GrothSebastian SchelterPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- machine learning
- machine learning methods
- artificial intelligence
- machine learning algorithms
- data mining
- machine learning approaches
- efficient implementation
- knowledge acquisition
- text classification
- support vector machine
- information extraction
- natural language processing
- statistical analysis
- learning systems
- application of machine learning methods
- pipeline architecture
- machine learning and data mining
- neural network
- pattern recognition
- computer vision
- unsupervised learning
- knowledge discovery
- learning algorithm
- learning tasks
- information retrieval
- comparative analysis
- explanation based learning
- feature selection
- processing pipeline
- decision trees