ParCrys: a Parzen window density estimation approach to protein crystallization propensity prediction.
Ian M. OvertonGianandrea PadovaniMark A. GirolamiGeoffrey J. BartonPublished in: Bioinform. (2008)
Keyphrases
- parzen window
- density estimation
- probability density function
- probability density
- mixture model
- pattern classification
- prediction accuracy
- mutual information
- density function
- outlier detection
- density estimators
- gaussian mixture model
- error bounds
- computer vision
- learning theory
- nearest neighbor
- theoretical analysis
- em algorithm
- maximum likelihood estimation
- probability distribution
- pattern recognition
- decision trees