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Improve tutorial on cross-validation and anomaly detection #10

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mcontisc opened this issue Feb 28, 2025 · 0 comments
Open

Improve tutorial on cross-validation and anomaly detection #10

mcontisc opened this issue Feb 28, 2025 · 0 comments

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@mcontisc
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The notebook on cross-validation and anomaly detection using the ACD model (https://mpi-is.github.io/probinet/tutorials/ACD.html) can be improved. Some ideas are for instance:

  • use a smaller network so that the cross-validation routine is faster and the visualizations clearer
  • analyse a real-world dataset with injected spurious edges and test their recovery
  • represent the network with the inferred node communities and anoumalous edges
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