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
The quasi-identifier values.