Occupancy estimation from environmental parameters using wrapper and hybrid feature selection.
Mustafa K. MasoodYeng Chai SohChaoyang JiangPublished in: Appl. Soft Comput. (2017)
Keyphrases
- feature selection
- parameter estimation
- maximum likelihood estimation
- text categorization
- feature ranking
- multi class
- machine learning
- information gain
- text classification
- high dimensionality
- feature selection algorithms
- multi task
- density estimation
- parameter settings
- black box
- parameter optimization
- mutual information
- support vector machine
- wrapper method
- selection criterion
- discriminative features
- selected features
- estimation process
- parametric models
- estimated parameters
- method for feature selection
- update equations
- parameter values
- feature subset
- probability density function
- parameter space
- microarray data
- sensitivity analysis
- expectation maximization
- markov random field
- feature set
- probabilistic model
- support vector
- image sequences