Systematic Investigation of the Data Set Dependency of Protein Stability Predictors.
Octav CaldararuRukmankesh MehraTom L. BlundellKasper P. KeppPublished in: J. Chem. Inf. Model. (2020)
Keyphrases
- data sets
- protein structure
- protein sequences
- real world
- amino acids
- stability analysis
- protein structure prediction
- input data
- benchmark data sets
- training set
- qualitative and quantitative
- training data
- amino acid sequences
- high throughput
- machine learning
- classification trees
- mass spectrometry
- contact map
- clustering solutions
- query performance prediction
- subcellular localization