Class GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig
Specification message containing the config for this SliceSpec. When kind
is selected as value
and/or
range
, only a single slice will be computed. When all_values
is present, a separate slice will be computed
for each possible label/value for the corresponding key in config
. Examples, with feature zip_code with values
12345, 23334, 88888 and feature country with values "US", "Canada", "Mexico" in the dataset: Example 1: {
"zip_code": { "value": { "float_value": 12345.0 } } } A single slice for any data with zip_code 12345 in the
dataset. Example 2: { "zip_code": { "range": { "low": 12345, "high": 20000 } } } A single slice containing data
where the zip_codes between 12345 and 20000 For this example, data with the zip_code of 12345 will be in this
slice. Example 3: { "zip_code": { "range": { "low": 10000, "high": 20000 } }, "country": { "value": {
"string_value": "US" } } } A single slice containing data where the zip_codes between 10000 and 20000 has the
country "US". For this example, data with the zip_code of 12345 and country "US" will be in this slice. Example
4: { "country": {"all_values": { "value": true } } } Three slices are computed, one for each unique country in
the dataset. Example 5: { "country": { "all_values": { "value": true } }, "zip_code": { "value": {
"float_value": 12345.0 } } } Three slices are computed, one for each unique country in the dataset where the
zip_code is also 12345. For this example, data with zip_code 12345 and country "US" will be in one slice,
zip_code 12345 and country "Canada" in another slice, and zip_code 12345 and country "Mexico" in another slice,
totaling 3 slices.
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1.Data
Assembly: Google.Apis.Aiplatform.v1.dll
Syntax
public class GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig : IDirectResponseSchema
Properties
AllValues
If all_values is set to true, then all possible labels of the keyed feature will have another slice
computed. Example: {"all_values":{"value":true}}
Declaration
[JsonProperty("allValues")]
public virtual bool? AllValues { get; set; }
Property Value
Type | Description |
---|---|
bool? |
ETag
The ETag of the item.
Declaration
public virtual string ETag { get; set; }
Property Value
Type | Description |
---|---|
string |
Range
A range of values for a numerical feature. Example: {"range":{"low":10000.0,"high":50000.0}}
will capture
12345 and 23334 in the slice.
Declaration
[JsonProperty("range")]
public virtual GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange Range { get; set; }
Property Value
Type | Description |
---|---|
GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange |
Value
A unique specific value for a given feature. Example: { "value": { "string_value": "12345" } }
Declaration
[JsonProperty("value")]
public virtual GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue Value { get; set; }
Property Value
Type | Description |
---|---|
GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue |