Online Feature Selection with Streaming Features.
Xindong WuKui YuWei DingHao WangXingquan ZhuPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2013)
Keyphrases
- learning algorithm
- feature selection
- selected features
- feature set
- feature extraction
- irrelevant features
- feature selection algorithms
- feature space
- input features
- feature subset
- real time
- classification accuracy
- feature weighting
- high dimensionality
- classification models
- unsupervised feature selection
- neural network
- text categorization
- selecting features
- discriminative features
- informative features
- discriminatory power
- selecting relevant features
- bayes classifier
- wrapper feature selection
- microarray data
- extracted features
- mutual information
- multi class
- image features
- support vector machine
- low level
- data streams
- data sets