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. Author manuscript; available in PMC: 2024 Jul 1.
Published in final edited form as: Comput Biol Med. 2023 May 3;161:107005. doi: 10.1016/j.compbiomed.2023.107005

Table 4.

Interpretation evaluation for Simulation A-F. The correlation score and p-value for calculating the MIP-TPO is Pearson correlation coefficient, the p value for all simulation is lower than 1e3. MIP, model interpretation power; TPO, temporal pattern occurrences; CDM: class difference map.

Simulation No. MIP-TPO MIP-CDM

Negative Class Positive Class Sensitivity Specificity
S-A - 0.40* 100% 94.4%
S-B - 0.89* 100% 100%
S-C - 0.59* 100% 94.4%
S-D 0.53* −0.35* 100% 100%
S-E 0.57* 0.80* 100% 100%
S-F - 0.22* 100% 100%
*

pvalue <1e3