Predictor correlation impacts machine learning algorithms: implications for genomic studies.
Kristin K. NicodemusJames D. MalleyPublished in: Bioinform. (2009)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- predictive accuracy
- learning problems
- machine learning methods
- machine learning approaches
- random forests
- learning tasks
- machine learning systems
- machine learning models
- high throughput
- learning models
- neural network
- input features
- transfer learning
- general purpose
- highly correlated
- standard machine learning algorithms