Data Quality in Linear Regression Models: Effect of Errors in Test Data and Errors in Training Data on Predictive Accuracy.
Barbara D. KleinDonald F. RossinPublished in: Informing Sci. Int. J. an Emerg. Transdiscipl. (1999)
Keyphrases
- test data
- predictive accuracy
- training data
- data quality
- decision trees
- test cases
- test set
- prediction accuracy
- classification rules
- training and test data
- training set
- data sets
- machine learning
- base classifiers
- learning algorithm
- rule sets
- machine learning algorithms
- naive bayes
- training examples
- data warehouse
- support vector machine
- classification accuracy
- prior knowledge
- database systems
- neural network