Subsampling Winner Algorithm for Feature Selection in Large Regression Data.
Yiying FanJiayang SunPublished in: CoRR (2020)
Keyphrases
- feature selection
- input data
- data sets
- learning algorithm
- irrelevant features
- dynamic programming
- data reduction
- noisy data
- database
- training data
- computational complexity
- data analysis
- objective function
- prior information
- detection algorithm
- synthetic datasets
- regression algorithm
- selection algorithm
- segmentation algorithm
- feature extraction
- np hard
- search space
- preprocessing
- optimal solution
- selecting relevant features
- similarity measure
- high dimensional data
- text categorization
- simulated annealing
- worst case
- feature space