Resource: ModelEvaluationSlice
A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.
JSON representation |
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{ "name": string, "slice": { object ( |
Fields | |
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name |
Output only. The resource name of the ModelEvaluationSlice. |
slice |
Output only. The slice of the test data that is used to evaluate the Model. |
metricsSchemaUri |
Output only. Points to a YAML file stored on Google Cloud Storage describing the |
metrics |
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in |
createTime |
Output only. timestamp when this ModelEvaluationSlice was created. A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: |
modelExplanation |
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models. |
Slice
Definition of a slice.
JSON representation |
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{
"dimension": string,
"value": string,
"sliceSpec": {
object ( |
Fields | |
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dimension |
Output only. The dimension of the slice. Well-known dimensions are: * |
value |
Output only. The value of the dimension in this slice. |
sliceSpec |
Output only. Specification for how the data was sliced. |
Methods |
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Imports a list of externally generated EvaluatedAnnotations. |
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Gets a ModelEvaluationSlice. |
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Lists ModelEvaluationSlices in a ModelEvaluation. |