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To avoid subjective bias, data were randomized and analysed by a researcher not involved in performing the experiments.
Data were randomized and divided into 10 matching train-and-test sets.
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The ratio data were randomized 20 times, and each peak was assigned a false discovery rate (FDR) score based on the randomization.
The data were randomized into 10 matching train-and-test sets.
For both within- and between-year estimates of repeatability, the four measures of social behaviour were compared to repeatability estimates calculated after the data were randomized within sampling period and within location.
Input data were randomized to two sets: learning and testing.
log2 ChIP/Input ratio data were randomized 20 times to evaluate the probability of false positives, and each peak was assigned a false discovery rate (FDR) score.
Ratio data were randomized 20 times to evaluate the probability of false positives, and each peak was assigned a false discovery rate (FDR) score.
When the data were randomized, the average slope of the fluctuation function became 0.51, indicative of a random process.
Ratio data were randomized 20 times to calculate the false discovery rate (FDR) for each peak.
Briefly, the data were randomized into five folds for cross-validation.
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