Result of the δ-presence computation. Note that these results are an
estimation, not exact values.
.. attribute:: delta_presence_estimation_histogram
The intervals [min_probability, max_probability) do not
overlap. If a value doesn’t correspond to any such interval,
the associated frequency is zero. For example, the following
records: {min_probability: 0, max_probability: 0.1, frequency:
17} {min_probability: 0.2, max_probability: 0.3, frequency:
42} {min_probability: 0.3, max_probability: 0.4, frequency:
99} mean that there are no record with an estimated
probability in [0.1, 0.2) nor larger or equal to 0.4.
Classes
DeltaPresenceEstimationHistogramBucket
A DeltaPresenceEstimationHistogramBucket message with the following
values: min_probability: 0.1 max_probability: 0.2 frequency: 42 means
that there are 42 records for which δ is in [0.1, 0.2). An important
particular case is when min_probability = max_probability = 1: then,
every individual who shares this quasi-identifier combination is in
the dataset.
.. attribute:: min_probability
Between 0 and 1.
Number of records within these probability bounds.
Total number of distinct quasi-identifier tuple values in this
bucket.
DeltaPresenceEstimationQuasiIdValues
A tuple of values for the quasi-identifier columns.
.. attribute:: quasi_ids_values