tfr.keras.metrics.get
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Factory method to get a list of ranking metrics.
tfr.keras.metrics.get(
key: str,
name: Optional[str] = None,
dtype: Optional[tf.dtypes.DType] = None,
topn: Optional[int] = None,
**kwargs
) -> tf.keras.metrics.Metric
Example Usage:
metric = tfr.keras.metics.get(tfr.keras.metrics.RankingMetricKey.MRR)
to get Mean Reciprocal Rank.
metric = tfr.keras.metics.get(tfr.keras.metrics.RankingMetricKey.MRR,
topn=2)
to get MRR@2.
Args |
key
|
An attribute of RankingMetricKey , defining which metric objects to
return.
|
name
|
Name of metrics.
|
dtype
|
Dtype of the metrics.
|
topn
|
Cutoff of how many items are considered in the metric.
|
**kwargs
|
Keyword arguments for the metric object.
|
Returns |
A tf.keras.metrics.Metric. See _RankingMetric signature for more details.
|
Raises |
ValueError
|
If key is unsupported.
|
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Last updated 2023-08-18 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2023-08-18 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-08-18 UTC."],[],[]]