diff_diff.DiagnosticReportResults

class diff_diff.DiagnosticReportResults

Bases: Diagnostic

Frozen container holding the outcome of a DiagnosticReport.run_all() call.

schema

The AI-legible structured schema (also returned by to_dict()).

Type:

dict

interpretation

The overall_interpretation paragraph synthesizing findings across checks.

Type:

str

applicable_checks

The names of checks that applied to this estimator + options.

Type:

tuple of str

skipped_checks

Mapping from skipped-check name to plain-English reason.

Type:

dict of str -> str

warnings

Warnings captured while running the underlying diagnostic functions.

Type:

tuple of str

Methods

__init__(schema, interpretation, ...[, ...])
summary()	Return a short plain-English paragraph.
to_dataframe()	Return one row per check with status and headline metric.
to_dict()	Return the AI-legible structured schema.

Attributes

warnings
schema
interpretation
applicable_checks
skipped_checks

__init__(schema, interpretation, applicable_checks, skipped_checks=<factory>, warnings=())

Parameters:

• schema (Dict[str, Any])

• interpretation (str)

• applicable_checks (Tuple[str, ...])

• skipped_checks (Dict[str, str])

• warnings (Tuple[str, ...])

Return type:

None

classmethod __new__(*args, **kwargs)