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GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

import type { GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain } from "https://googleapis.deno.dev/v1/aiplatform:v1.ts";

Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.

interface GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain {
maxValue?: number;
minValue?: number;
originalMean?: number;
originalStddev?: number;
}

§Properties

§
maxValue?: number
[src]

The maximum permissible value for this feature.

§
minValue?: number
[src]

The minimum permissible value for this feature.

§
originalMean?: number
[src]

If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.

§
originalStddev?: number
[src]

If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.