The Effect of Sequence Error and Partial Training Data on BLAST Accuracy.
Steven D. EssingerGail L. RosenPublished in: BIBE (2010)
Keyphrases
- naive bayes
- classification accuracy
- training data
- decision trees
- error rate
- training set
- generalization error
- high accuracy
- error analysis
- feature selection
- feature space
- highly accurate
- relative error
- input data
- domain knowledge
- training examples
- maximum error
- training process
- data sets
- training dataset
- class distribution
- training and testing data
- error bounds
- test set
- learning algorithm
- noisy data
- prediction accuracy
- training samples
- supervised learning
- computational cost
- biological sequences
- prior knowledge