Spark Rough Hypercuboid Approach for Scalable Feature Selection.
Chuan LuoSizhao WangTianrui LiHongmei ChenJiancheng LvZhang YiPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- feature selection
- rough sets
- text categorization
- feature space
- multi class
- feature set
- dimensionality reduction
- high dimensionality
- naive bayes
- lightweight
- model selection
- classification models
- knn
- highly scalable
- feature subset
- real time
- selected features
- feature weighting
- text classification
- classification accuracy
- information retrieval
- microarray data
- mutual information
- feature selection algorithms
- database
- web scale
- unsupervised feature selection
- feature selection and classification
- method for feature selection
- support vector classification
- conditional mutual information