Open Internet by MindsNet

Evaluating Machine Learning Systems Beyond Model Accuracy

The current focus on offline accuracy is insufficient for evaluating machine learning systems. There is a need to assess these systems more comprehensively, considering aspects beyond just the model's performance. This requires identifying and addressing the limitations and challenges in the current evaluation methods.

Computing & Technology, Computer Science, Machine Learning