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Sim eval #8

Merged
merged 26 commits into from
Dec 7, 2023
Merged

Sim eval #8

merged 26 commits into from
Dec 7, 2023

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schuemie
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@schuemie schuemie commented Dec 7, 2023

Adding a framework for evaluating various settings using simulated data. Switching from ini files to yaml files to support more complicated config (for the evaluation experiment). Depending on the configuration, the meta-evaluator fits various pre-trained models, fine-tunes those on the simulated training sets, and evaluates them on the simulated test sets. Results are aggregated in to CSV files. Added metrics for evaluation (loss, Brier score, AUROC, and AUPRC). Also added a simple regression model to server as baseline.

schuemie and others added 26 commits October 27, 2023 12:50
@schuemie schuemie merged commit 53ead53 into main Dec 7, 2023
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