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SSRNML & AI Methods

Topological Quality Using Persistence Matching Diagrams

The article suggests that the quality of a dataset for machine learning models can be gauged and the performance of a supervised learning model can be predicted using topological data analysis techniques.

Featured in No. 79 on 18 Dec 2024 · 2 days after release

Released
16 Dec 2024
First featured
No. 79 · 18 Dec 2024
Published in
Not yet, as far as Semantic Scholar knows
Shares when featured
4
Identifier
SSRN 5059197

Citations and venue from Semantic Scholar (ODC-BY), refreshed weekly. Summary: Quant Letter (CC BY 4.0).

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