Deleterious SNP prediction: be mindful of your training data!
Matthew A. CareChris J. NeedhamAndrew J. BulpittDavid R. WestheadPublished in: Bioinform. (2007)
Keyphrases
- training data
- prediction accuracy
- training set
- prior knowledge
- prediction model
- classification accuracy
- learning algorithm
- prediction algorithm
- data sets
- test data
- genetic algorithm
- domain knowledge
- machine learning
- statistical methods
- test set
- training process
- prediction error
- text classification
- decision trees
- training instances
- learned from training data
- labeled data
- noisy data
- training examples
- supervised learning
- data mining