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BIAS: A Toolbox for BenchmarkingStructural Bias in the Continuous Domain -- Tests Statistics and Rejections

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DataCite Commons2023-11-10 更新2024-07-29 收录
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https://figshare.com/articles/dataset/BIAS_A_Toolbox_for_BenchmarkingStructural_Bias_in_the_Continuous_Domain_--_Tests_Statistics_and_Rejections/16546041/2
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资源简介:
These are the raw test statistics from running the test batteries on the scenario data. - SB folder: Each subfolder corresponds to one sample size (30,50,100 and 600) either across-dimensions or per-dimension. For each parameterization of the scenarios, there is one csv-file with the test statistics.- Critical_values folder: The full set of critical values (and reference values for calculating p-values) for all settings- Rejections folder: The set of test rejections for different settings of alpha and correction method (per-dimension tests only)- RF folder: the random forests generated for predicting the type or scenario of bias based on test rejections
提供机构:
figshare
创建时间:
2022-07-05
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