Estimation of Uncertainty Using Entropy on Noise Based Soft Classifiers.
Rakesh DwivediAnil KumarS. K. GhoshPublished in: SocProS (2012)
Keyphrases
- measurement error
- measurement noise
- sensor noise
- measurement errors
- support vector
- estimation error
- noise level
- decision trees
- information theoretic
- noisy data
- missing data
- random noise
- information theory
- signal subspace
- mutual information
- training set
- estimation algorithm
- naive bayes
- uncertain data
- supervised classification
- belief functions
- training data
- training examples
- image noise
- classifier ensemble
- class labels
- classifier combination
- learning algorithm
- training and testing data
- optical flow
- multiple classifiers
- robust optimization
- binary classifiers
- decision theory
- parameter estimation
- density estimation
- classification algorithm