Evidently AI is a data monitoring platform that:
- provides tools to assess and monitor machine learning models
- visualizes model performance and key metrics in real time
- makes a prioritized list of problems to fix
- compares and contrast modern and historical statistics
- finds out which features have altered
- determines if important model drivers have switched
- visually investigates and comprehends drift
- understands how the goal and model forecasts vary over time
- detects model deterioration ahead of time if the ground truth is delayed
- recognizes when data is faulty
- detects missing values or out-of-range characteristics
- determines the overall quality at a look
- makes changes in correlations and statistical features on the fly
- uses data areas to slice the model's performance
- inspects the aggregate quality to see where the model falls short
- uses a single command to export HTML reports
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