Improving asset health and grid resilience using machine learning
AWS Machine Learning Blog
SEPTEMBER 8, 2023
The following figure shows the model improvement for the AutoGluon using different data processing techniques over the period of this engagement. The key observation is as we improve the data quality and quantity the performance of the model in terms of recall improved from below 30% to 78%.
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