Class DatasetDistribution (2.0.0) 

DatasetDistribution(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Distribution computed over a tuning dataset.

Attributes
Name Description
sum float
Output only. Sum of a given population of values.
min_ float
Output only. The minimum of the population values.
max_ float
Output only. The maximum of the population values.
mean float
Output only. The arithmetic mean of the values in the population.
median float
Output only. The median of the values in the population.
p5 float
Output only. The 5th percentile of the values in the population.
p95 float
Output only. The 95th percentile of the values in the population.
buckets MutableSequence[google.cloud.aiplatform_v1beta1.types.DatasetDistribution.DistributionBucket]
Output only. Defines the histogram bucket.

Classes

DistributionBucket

DistributionBucket(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Dataset bucket used to create a histogram for the distribution given a population of values.

Methods

DatasetDistribution

DatasetDistribution(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Distribution computed over a tuning dataset.