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EngreitzLab / gene_network_evaluation

Evaluation framework for computationally inferred gene networks from single-cell data.
GNU General Public License v2.0
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Add an evaluation for model robustness #36

Open aron0093 opened 2 months ago

aron0093 commented 2 months ago

We need to add an evaluation that tests the robustness of programs across multiple runs (seeds) and also across multiple K-values.

  1. A weak test can assess similarity of the overall information captured by each run.
  2. A stronger test would compare programs across runs and assess consistency.