connect.evidence.evidence.StatisticTestEvidence

class connect.evidence.evidence.StatisticTestEvidence(statistic_type, test_statistic, significance_threshold, p_value, significant, additional_labels=None, **metadata)

Bases: connect.evidence.evidence.Evidence

Evidence for Statistical Test:value result type

Parameters

• statistic_type (string) – Short identifier for statistical test.

• value (float) – Test calculation result

• p_value (float) – p_value associated to the calculation

• significance_threshold (float) – p_value threshold to consider test significant, e.g., 0.01

• additional_labels (dict, opional) – Extra info to be added to the label section.

• metadata (dict, optional) – Arbitrary keyword arguments to append to metric as metadata. These will be displayed in the governance app

__init__(statistic_type, test_statistic, significance_threshold, p_value, significant, additional_labels=None, **metadata)

Methods

__init__(statistic_type, test_statistic, ...)
struct()	Structure of evidence

Attributes

base_label
data	Adds data reflecting additional structure of child classes
label	Adds evidence type specific label

struct()

Structure of evidence

property data

Adds data reflecting additional structure of child classes

property label

Adds evidence type specific label