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Which metrics should be prioritized for monitoring to detect early the impact of model degradation on customers and revenue during production?
①Model accuracy on the holdout set (Holdout accuracy)
②Inference latency (Latency)
③Increase in the entropy and uncertainty of predicted outputs
④Changes in business KPIs related to the model
⑤Data processing time