Why Do Machine Learning Practitioners Still Use Manual Tuning? A Qualitative Study.
Niklas HasebrookFelix MorsbachNiclas KannengießerJörg K. H. FrankeFrank HutterAli SunyaevPublished in: CoRR (2022)
Keyphrases
- machine learning
- quantitative and qualitative
- real world
- machine learning approaches
- computer vision
- cutting edge
- pattern recognition
- computational intelligence
- theoretical framework
- experimental study
- empirical studies
- neural network
- knowledge acquisition
- information extraction
- support vector machine
- active learning
- statistically significant
- machine learning methods
- researchers and practitioners
- information technology
- decision making
- information retrieval
- qualitative analysis