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Monitor Model

Synopsis​

Calculates a summary of a set of predictions and submits them for model monitoring.

Description​

This operator takes a data set with a predicted label as input and calculates an aggregated summary of all predictions. This summary can then be sent to Model Ops to a model with the specified Id. You need to first register a new model in Model Ops which will provide the required Id to you. You should also specify the name of the Apply Model operator which has generated the predictions in order to get the scoring times as well.

Input​

data​

This input port expects a data set with predictions.

Output​

prediction summary​

This object summarizes the predictions for monitoring purposes.

data​

The input data.

Parameters​

model id​

The model id under which this measurement should be stored.

apply model operator name​

The name of the Apply Model operator in this process which created the predictions (used to determine scoring times).