On the Stability of Feature Selection Algorithms

By Sarah Nogueira, Konstantinos Sechidis, Gavin Brown. 2017

312 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Lingxiao Huang
2. Nisheeth K. Vishnoi
3. L. Elisa Celis
4. Ninareh Mehrabi

Citations in the corpus

• Stable and Fair Classification (2019, background): “, feature selection (Nogueira et al., 2018) and structured prediction (London et al.”
• Ensembles for feature selection: A review and future trends (2019, unknown): “In [147] (cid:12)ve properties that are applicable to any stability measure are proposed for the case of algorithms which output are feature subsets, allowing the analysis and comparison of all existing measures in terms of properties.”