Early stopping for mutual information based feature selection.
Andre BeinruckerÜrün DoganGilles BlanchardPublished in: ICPR (2012)
Keyphrases
- early stopping
- feature selection
- mutual information
- support vector machine
- text categorization
- multi class
- classification accuracy
- boosting algorithms
- feature set
- text classification
- machine learning
- feature space
- machine learning algorithms
- support vector
- cost function
- lower bound
- prediction accuracy
- high dimensionality
- hyperplane
- stochastic gradient descent