Out-of-the-Box Prediction of Non-Functional Variant Properties Using Automated Machine Learning.
Lukas GüthingTobias PettIna SchaeferPublished in: SPLC (B) (2024)
Keyphrases
- knowledge base
- machine learning
- knowledge acquisition
- prediction accuracy
- semi automated
- decision trees
- predictive modeling
- pattern recognition
- protein function prediction
- data mining
- semi automatic
- computer science
- training data
- automated analysis
- natural language processing
- structural properties
- computer aided
- prediction model
- inductive learning
- supervised machine learning
- functional properties
- computational biology
- physico chemical
- desirable properties
- real time
- recursive neural networks
- learning problems
- statistical methods
- learning systems
- machine learning algorithms
- text classification
- text mining
- knowledge discovery
- active learning
- reinforcement learning
- image segmentation
- computer vision
- learning algorithm
- information retrieval