Selection of Probabilistic Measure Estimation Method Based on Recursive Iteration of Resampling Methods.
Shusaku TsumotoHiroshi TanakaPublished in: KDD Workshop (1994)
Keyphrases
- computational cost
- classification method
- synthetic and real images
- chronological backtracking
- preprocessing
- significant improvement
- search methods
- hybrid method
- monte carlo simulation
- benchmark data sets
- estimation accuracy
- gold standard
- density estimation
- methods require
- alternative methods
- detection method
- error measure
- cost function
- filtering method
- machine learning methods
- cross validation
- statistical methods
- similarity measure
- parameter estimation
- quality measures
- monte carlo method
- retrieval method
- probabilistic model
- estimation algorithm
- selection criterion
- classical methods
- methods outperform
- bayesian networks
- pairwise
- linear regression
- correlation coefficient
- test images
- dynamic programming
- segmentation method
- generative model
- markov chain
- mutual information
- image registration
- classification accuracy