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Full pipeline reval#210

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pltsc18 wants to merge 19 commits intomainmobilise-d/mobgap:mainfrom full_pipeline_revalmobilise-d/mobgap:full_pipeline_revalCopy head branch name to clipboard

+1,017-35

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Commits on Feb 19, 2025

• combined evaluation: committed mobgap/pipeline/evaluation.py and revalidation/full_pipeline/

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• changed reval results folder name

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• fixed uncorrect dict format of median_ws_with_errors: dict[str, dict[str, float]] --> dict[str, float]

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• Simplified the scorer logic

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Commits on Feb 20, 2025

• added debug plot

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• loading and formatting old results

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Commits on Feb 23, 2025

• added debug plot of mobgap vs old matlab results

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• plotted absolute error and absolute relative errors

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• included laboratory (first try)

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• first run with laboratory data

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• started working on aggregation operations for the analysis of results

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Commits on Feb 24, 2025

• dropped nan in final aggregator and added per cohort analysis

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• scatter plots and residual plots

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Commits on Feb 25, 2025

• Added dummy pipeline instead of manual error calculation

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• Cleanup and formatting

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• Added full pipeline reval to docs

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• Improved how raw results can be handled when storing evaluation results

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• Removed some warnings

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• Added matched analysis

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