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Table 1 Differences in sensitivity, specificity and accuracy between the presented penalty functions

From: Extensions of 1 regularization increase detection specificity for cell-type specific parameters in dynamic models

Methods

\(\bar \Delta \) Sensitivity

\(\bar \Delta \) Specificity

\(\bar \Delta \) Accuracy

1→AL

N.S.

+0.16 (***)

+0.11 (***)

1q

N.S.

+0.21 (***)

+0.13 (***)

AL →q

−0.025 (**)

+0.052 (***)

+0.026 (*)

1→EN

N.S.

+0.032 (**)

+0.020 (**)

  1. Mean absolute point-wise changes \(\bar \Delta \) of sensitivity, specificity and accuracy for the presented methods. The total significance level of 5% has been corrected by the Bonferroni method to 5%/12=0.42%
  2. (*): p<0.42%
  3. (**): p<0.042%
  4. (***): p<0.0042%
  5. N.S.: not significantly different from zero