Active Learning Approach for Guiding Site-of-Metabolism Measurement and Annotation.
Ya ChenThomas SeidelRoxane Axel JacobSteffen HirteAngelica MazzolariAlessandro PedrettiGiulio VistoliThierry LangerFilip MiljkovicJohannes KirchmairPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- active learning
- annotation effort
- website
- learning strategies
- learning algorithm
- random sampling
- machine learning
- training examples
- supervised learning
- selective sampling
- labeled data
- training set
- semi supervised
- pool based active learning
- batch mode
- experimental design
- active learning strategies
- cost sensitive
- unlabeled data
- learning process
- information retrieval
- data acquisition
- transfer learning
- semi supervised learning
- relevance feedback
- sample selection
- crowd sourced
- training data