This dataset contains three folders related to the samples used for validating the approach proposed in "ROME: Robust Multi-Modal Density Estimation". The folder "Fitted Distributions" contains the distributions obtained by using both ROME and other methods which we compare to in the publication. "Log Likelihoods" contains the likelihood values for the samples that make up the previously mentioned distributions. Lastly, "Results" contain the metric values which provide the basis for the final data analysis and results reported in the publication.
This data is to be used in conjunction to the code available at https://github.com/anna-meszaros/ROME/tree/main , and contains the results obtained using this code.
" authors: - family-names: Mészáros given-names: Anna orcid: "https://orcid.org/0000-0002-8580-9612" - family-names: Schumann given-names: Julian orcid: "https://orcid.org/0000-0002-4482-5122" title: "Data underlying the publication: Robust Multi-Modal Density Estimation" keywords: version: 1 identifiers: - type: doi value: 10.4121/61f283ae-c30c-42d1-9a7c-89b454e013b3.v1 license: CC0 date-released: 2024-02-14