mb.get_metrics(nameOrNames)
Retrieves the metrics associated with one or more models. Metrics must have been added with the model when it was saved with mb.add_model
or mb.add_models
.
Parameters
nameOrNames
:Union[str, List[str]]
The names of the models for fetching metrics. This can be one model name (str
) or a list of model names (List[str]
). The input format affects the output format.
Returns
Dict[str, Any]
- If this method is called with a str
model name then that model's metrics, if any, are returned. If this method is called with a list of model names then a dictionary of { modelName: modelMetrics }
is returned.
Examples
Get one model's metrics
mb.get_metrics("example_model")
# returns { "metric1": 1, "metric2": 2 }
Get several models' metrics
mb.get_metrics(["example_model", "other_model"])
# returns
# {
# "example_model": { "metric1": 1, "metric2": 2 },
# "other_model": { ... }
# }
See also
mb.add_metrics
mb.add_model
mb.get_model
- Learn more about working with model metrics