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Datasets:
chebai
/
chebifier

Tags:
ChEBI
chemistry
License:
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The dataset could not be loaded because the splits use different data file formats, which is not supported. Read more about the splits configuration. Click for more details.
Couldn't infer the same data file format for all splits. Got {NamedSplit('train'): ('json', {}), NamedSplit('validation'): ('json', {}), NamedSplit('test'): (None, {})}
Error code:   FileFormatMismatchBetweenSplitsError

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Configurations and assets for Chebifier. This includes

  • chebi_graph_v252 - The ChEBI hierarchy (for ChEBI version 252). This is used to identify subclass-superclass relations, e.g. for inconsistency resolution.
  • config_26-09_web.yml and config_26-09_eval.yml - standard ensemble configurations.
  • disjoint_chebi.csv and disjoint_additional.csv - pairwise disjointness relations between ChEBI classes. Used during inconsistency resolution.
  • wmv-f1-3star-symbolic - ensemble calibration. This includes the per-model and per-class weights, hyperparameters and the list of classes covered by this ensemble calibration.
  • web_assets - additional files for the web version of Chebifier. This includes an additional config with descriptions for every model and a precision/recall curve.
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Models trained or fine-tuned on chebai/chebifier