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Results of the Mann-Whitney U test and the t-test comparing boundary shift for the three forms of iterated algorithmic bias with class-dependent human action probability ratio 10:1.

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NIAID Data Ecosystem2026-03-11 收录
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https://figshare.com/articles/dataset/Results_of_the_Mann-Whitney_U_test_and_the_t-test_comparing_boundary_shift_for_the_three_forms_of_iterated_algorithmic_bias_with_class-dependent_human_action_probability_ratio_10_1_/12801703
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The effect size is calculated as (Boundary|t = 0 − Boundary|t = 200)/standard.dev. The negative effect size for filter bias shows that it decreases the number of points which are predicted to be in class y = 1. Random selection increases the number of points, while active learning does not have a significant effect.
创建时间:
2020-08-13
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