scientific article; zbMATH DE number 6982930

zbMath1471.62267MaRDI QIDQ4558499

Konstantinos Sechidis, Sarah Nogueira, Gavin Brown

Publication date: 22 November 2018

Full work available at URL: http://jmlr.csail.mit.edu/papers/v18/17-514.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

stabilityfeature selection

Mathematics Subject Classification ID

Parametric hypothesis testing (62F03) Statistical ranking and selection procedures (62F07) Statistical aspects of big data and data science (62R07)

Related Items (6)

Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data ⋮ On Relevant Features Selection Based on Information Theory ⋮ Using reference models in variable selection ⋮ Unnamed Item ⋮ Fuzzy information-theoretic feature selection via relevance, redundancy, and complementarity criteria ⋮ A user-guided Bayesian framework for ensemble feature selection in life science applications (UBayFS)

Uses Software

• ElemStatLearn

Cites Work

• Unnamed Item
• Unnamed Item
• Variance estimation of nominal-scale inter-rater reliability with random selection of raters
• Measuring and visualizing the stability of biomarker selection techniques
• On grouping effect of elastic net
• Permutation Statistical Methods
• Comparing the Characteristics of Gene Expression Profiles Derived by Univariate and Multivariate Classification Methods
• Stability Selection
• 10.1162/153244303322753616
• A variance reduction framework for stable feature selection

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