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After 7 such predictions a new user is given a CAPS percentile ranking that takes into account their overall return and accuracy (correct predictions / total predictions).
Subject performance was quantified by measuring reaction time and response accuracy (correct hand and correct button use).
However, the high assignment accuracy (correct hits, %TP (Supplementary Information Table S1)) means that practically all assigned reads were correctly classified by MEGAN.
The displayed number was verified by the experimenters by slowing the display to an easily readable alternation rate, and answers were scored for accuracy (correct reporting of both digits = 100%, one digit = 50%, neither = 0%).
Hence, Mann-Whitney was used to test for differences between trials of different emotion in terms of confidence, and Pearson Chi-Square was used to test for differences in accuracy (correct or incorrect).
Coverage/accuracy curves were produced by sorting the predictions for the test sets in descending order by z-score, and then plotting a point showing cumulative accuracy (correct predictions/predictions made) and coverage (predictions made/size of test set) for each z-score threshold.
The primary performance measure is accuracy (correct responses); we also measured reaction time (RT).
The cross-validation accuracy (correct predictions divided by total predictions) is computed by taking the average across these datasets.
The outcome measures are time taken to complete the task and the accuracy (correct response versus incorrect response).
These procedures were first optimized for accuracy (correct FC) and precision (reproducible result), using spiked-in RNA calibration [ 53].
Anderson et al. (2011) found an interaction effect between accuracy (correct vs. error) and response period (before vs. after response).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com