Venn Diagram from Scientific Research

RSP( beta ) schematic explanation. The tasks in the differential analysis field can be divided into 2 main types: (1) tasks with a predefined GT, where False and True labels are clearly defined (upper left scheme), and (2) tasks without a predefined GT, as is common in most real-world datasets (upper right scheme). In the second scenario, “True” and “False” are replaced with “Real” (calculated on real labels) and “Shuffled” (calculated on shuffled labels). The RSP( beta ) score is defined by ((beta * RP -SP)/ (beta * RP+SP)) , where beta representing the user-defined weighting of Real Positives (RP) vs. Shuffled Positives (SP).

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