Data underlying the publication: Robust Multi-Modal Density Estimation

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.<br>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.本数据集包含三个文件夹，用于验证发表于《ROME：鲁棒多模态密度估计》（ROME: Robust Multi-Modal Density Estimation）一文中提出的方法所用的样本。其中，"拟合分布（Fitted Distributions）"文件夹存储了使用ROME以及本文献中用于对比的其他方法所得到的分布结果；"对数似然值（Log Likelihoods）"文件夹存储了构成上述分布的样本的似然数值；最后，"结果（Results）"文件夹包含了为该文献最终数据分析与结果报告提供依据的各类指标数值。本数据集需与https://github.com/anna-meszaros/ROME/tree/main 处开源的代码配合使用，其中包含了使用该代码运行得到的实验结果。