Examples

1. 1.

   For example, consider a binary classification model that predicts whether a student in their first year of university will graduate within six years. Ground truth for this model is whether or not that student actually graduated within six years.

2. 2.

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Real-world uses

Created for this library

1. 1.

   A medical AI team relies on expert radiologist labels as ground truth to evaluate its tumor detection model before clinical pilots.

2. 2.

   A search-quality team uses human relevance labels as ground truth when retraining its production ranker.

3. 3.

   A retail forecasting team uses actual sales as ground truth to compute forecast accuracy by SKU each week.