Different Report Formats

 

Overview

In the Different Report Formats notebook, the LangTest’s capability to show and export reports in numerous formats is showcased. The notebook uses en_core_web_sm from spaCy with some default config and data to run the tests. Then the report is exported in different formats like xml, csv, html etc.

Open in Collab

Category Hub Task Open In Colab
Report Exportation Spacy NER Open In Colab

Config Used

tests:
  defaults:
    min_pass_rate: 1.0
  robustness:
    add_typo:
      min_pass_rate: 0.7
    american_to_british:
      min_pass_rate: 0.7
  accuracy:
    min_micro_f1_score:
      min_score: 0.7
  bias:
    replace_to_female_pronouns:
      min_pass_rate: 0.7
    replace_to_low_income_country:
      min_pass_rate: 0.7
  fairness:
    min_gender_f1_score:
      min_score: 0.6
  representation:
    min_label_representation_count:
      min_count: 50
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