MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis
Model diagnosis is the process of analyzing machine learning (ML) model performance to identify where the model works well and where it doesn’t. It is a key part of the modeling process and helps ML developers iteratively improve model accuracy. Often, model diagnosis is performed by analyzing diffe...
| Main Authors: | , , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
Association for Computing Machinery (ACM)
2019
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| Online Access: | https://hdl.handle.net/1721.1/121346 |