ReliefE: feature ranking in high-dimensional spaces via manifold embeddings

DOI10.1007/s10994-021-05998-5OpenAlexW3175594345MaRDI QIDQ2127230

Nada Lavrač, Sašo Džeroski, Blaž Škrlj, Matej Petković

Publication date: 20 April 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.09577

zbMATH Keywords

relieffeature rankingrepresentation learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

ReliefE

Uses Software

• Scikit
• word2vec
• Numba
• t-SNE
• Tensor2Tensor
• ReliefF
• UMAP

Cites Work

• Theoretical and empirical analysis of ReliefF and RReliefF
• Ensembles for multi-target regression with random output selections
• Hyperbolic embeddings for hierarchical multi-label classification
• A Fast Random Sampling Algorithm for Sparsifying Matrices
• Machine Learning: ECML 2004
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