Machine Learning Methods Enable Predictive Modeling of Antibody Feature: Function Relationships in RV144 Vaccinees.
Ickwon ChoiAmy W. ChungTodd J. SuscovichSupachai Rerks-NgarmPunnee PitisuttithumSorachai NitayaphanJaranit KaewkungwalRobert J. O'ConnellDonald FrancisMerlin L. RobbNelson MichaelJerome H. KimGalit AlterMargaret E. AckermanChris Bailey-KelloggPublished in: PLoS Comput. Biol. (2015)
Keyphrases
- machine learning methods
- predictive modeling
- machine learning
- machine learning algorithms
- machine learning approaches
- exploratory data analysis
- statistical modeling
- data mining
- ensemble methods
- data mining methods
- knowledge discovery
- statistical methods
- databases
- data analysis
- learned knowledge
- decision trees
- learning algorithm
- artificial immune system
- heterogeneous data sets
- data processing
- data mining techniques
- nearest neighbor
- information extraction
- knowledge representation
- reinforcement learning
- similarity measure
- information systems
- information retrieval