Feature selection method based on multiple centrifuge models.
Qinghu WangLisha LiuJingqing JiangMingyang JiangYinan LuZhili PeiPublished in: Clust. Comput. (2017)
Keyphrases
- feature selection
- multiple models
- classification accuracy
- computational cost
- unsupervised learning
- mutual information
- detection method
- high accuracy
- objective function
- significant improvement
- cost function
- dynamic programming
- classification models
- probabilistic model
- pairwise
- statistical model
- preprocessing
- multiple objects
- model selection
- genetic algorithm
- feature set
- support vector machine
- prediction model
- method for feature selection
- informative features
- machine learning
- modeling method
- autoregressive
- linear model
- monte carlo simulation
- image sequences
- prior knowledge
- text categorization
- linear regression
- feature subset
- statistical methods
- optimization method
- parameter estimation
- support vector machine svm