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Fix class imbalance errors by loss function weighting #28

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Sajtospoga01 opened this issue May 12, 2023 · 0 comments
Open
1 of 3 tasks

Fix class imbalance errors by loss function weighting #28

Sajtospoga01 opened this issue May 12, 2023 · 0 comments
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models anything connected to model architecture

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@Sajtospoga01
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Try calculating relevant loss to improve prediction performance on minimal dataset

  • inverse logarithmic based on overall class frequency
  • tf-idf vector like dynamic weighting function
  • loss function weighting in hybrid loss (e.g.: structural similarity is down weighted if there is one structure dominating the picture)
@Sajtospoga01 Sajtospoga01 added the models anything connected to model architecture label May 12, 2023
@Sajtospoga01 Sajtospoga01 self-assigned this May 12, 2023
@Sajtospoga01 Sajtospoga01 moved this to 📖 Backlog in Feature detection May 12, 2023
@Sajtospoga01 Sajtospoga01 moved this from 📖 Backlog to ⚒️ in progress in Feature detection Aug 12, 2023
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