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Table 1 Performance of Mimosa on synthetic data.

From: Mimosa: Mixture model of co-expression to detect modulators of regulatory interaction

α(r)/f

0.1

0.25

0.5

0.75

0.9

0.6 (2)

44, 14%

1, 53%

1, 76%

7, 32%

215, 5%

0.8 (3)

1, 70%

1, 99%

1, 100%

1, 83%

35, 10%

0.923 (5)

1, 99%

1, 100%

1, 100%

1, 99%

4, 30%

  1. Columns represent f ranges and rows represent a ranges (corresponding aspect ratio is shown in parenthesis; see §Methods). Figures in each cell are based on 100 TF-Gene pairs, and shows (1) the median rank of the correct modifier, and (2) the fraction of 100 cases where the correct modifier was top ranked based on the t-test p-value.