A machine learning pipeline for quantitative phenotype prediction from genotype data.
Giorgio GuzzettaGiuseppe JurmanCesare FurlanelloPublished in: BMC Bioinform. (2010)
Keyphrases
- machine learning
- prediction accuracy
- prediction model
- decision trees
- pattern recognition
- recursive neural networks
- prediction algorithm
- prediction error
- machine learning methods
- machine learning algorithms
- real time
- computer science
- expert systems
- predictive modeling
- natural language processing
- computational intelligence
- real world
- feature selection
- gene expression
- learning tasks
- statistical methods
- learning systems
- database
- protein secondary structure prediction
- data sets
- predictive model
- data mining
- qualitative and quantitative
- information retrieval
- video sequences
- computer vision
- model selection
- text classification
- information extraction
- active learning
- evolutionary algorithm
- knowledge base