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Model Debugging & Reproducibility

Dushy9958
Blue LED

Model Debugging & Reproducibility

Hi There, want to know how the DataRobot AI Platform performs Model Debugging/Error Analysis of the automated models, and any feature regarding reproducibility of models is there or not.......

1 Reply
desmond_lim
Data Scientist
Data Scientist

@Dushy9958 Thank you for the question. DataRobot allows one to deploy models via the MLOps prediction server or the DataRobot Prime code which is a linear approximation of a model. The platform can generate many models with many different metrics among which are some error metrics for evaulation, as well as the ROC and AUC curves and confusion matrices where appropriate. Perhaps you would like to attend one of the DataRobot University foundation classes listed below to understand the capabilities better:

https://university.datarobot.com/automl-i

https://university.datarobot.com/datarobot-for-data-scientists