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Model side panel

For every model NannyML monitors, there is a side panel to navigate through the monitoring results related to the selected model.
The pages are ordered based on the importance and granularity of the analysis:
  • Summary Summary of the monitoring results. Summaries the most critical insights from the performance, concept shift, covariate shift, and data quality dashboard.
  • Dashboards
    Dashboard to analyze the impact and magnitude of concept shift.
    • Covariate shift Dashboard to analyze relevant covariate shift measures.
    • Data quality Dashboard to analyze the relevant data quality metrics.
  • Logs Here, you can find the logs of the NannyML runs.
  • Model Settings This page is dedicated to the configuration of the monitored machine learning model.