Faster, Simpler, More Accurate: Practical Automated Machine Learning with Tabular, Text, and Image Data.
Jonas MuellerXingjian ShiAlexander J. SmolaPublished in: KDD (2020)
Keyphrases
- machine learning
- image data
- text mining
- supervised machine learning
- semi automated
- fully automated
- decision trees
- knowledge acquisition
- image quality
- high accuracy
- theoretical underpinnings
- completely automated
- text processing
- free text
- machine learning algorithms
- textual entailment
- pattern recognition
- inductive learning
- database
- key topics
- information retrieval
- artificial intelligence
- highly accurate
- feature selection
- high quality
- knowledge discovery
- inductive logic programming
- text documents
- keywords
- active learning
- information extraction
- learning tasks
- computer science
- explanation based learning
- data analysis
- learning algorithm
- computationally demanding
- natural language processing
- real world
- support vector machine