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Larsen Ch. 21-23 (Create Model Monitoring and Maintenance Plan (Serves to…
Larsen Ch. 21-23
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Set up Prediction System
the model is given the data on that patient to in turn provide a probability that this patient will be readmitted within a month
The best model developed in DataRobot may not perform quite as well as expected when put into practice, as suggested by the holdout sample LogLoss score being slightly lower than that of the cross validationsam
One reason a model’s success rate can be lower than expected, perhaps even deteriorating over time, is that the environment being modelled changes subtly as time passes
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