STatistical Inference Relief (STIR) feature selection.
Trang T. LeRyan J. UrbanowiczJason H. MooreBrett A. McKinneyPublished in: Bioinform. (2019)
Keyphrases
- statistical inference
- feature selection
- model selection
- machine learning
- graphical models
- bayesian inference
- statistical learning
- text categorization
- semi parametric
- feature set
- cross validation
- classification accuracy
- feature space
- contingency tables
- irrelevant features
- number of irrelevant features
- feature subset
- high dimensionality
- unsupervised learning
- text classification
- mutual information
- dimensionality reduction
- machine learning algorithms
- probabilistic model
- support vector
- permutation tests
- parameter estimation
- particle filter
- knn
- dynamic programming
- feature extraction
- learning algorithm