An Improved Predictive Accuracy Bound for Averaging Classifiers.
John LangfordMatthias W. SeegerNimrod MegiddoPublished in: ICML (2001)
Keyphrases
- predictive accuracy
- high predictive accuracy
- decision trees
- machine learning algorithms
- pac bayes
- naive bayes
- classification rules
- prediction accuracy
- machine learning
- upper bound
- predictive power
- rule sets
- support vector
- learning algorithm
- lower bound
- training set
- training data
- linear classifiers
- text categorization
- evolutionary algorithm
- data structure
- feature selection
- training examples
- feature set
- decision rules
- classification algorithm
- pattern recognition