`nemo_microservices.types.beta.safe_synthesizer.jobs.results.safe_synthesizer_summary`#

Module Contents#

Classes#

SafeSynthesizerSummary

API#

class nemo_microservices.types.beta.safe_synthesizer.jobs.results.safe_synthesizer_summary.SafeSynthesizerSummary(/, **data: Any)#

Bases: nemo_microservices._models.BaseModel

attribute_inference_protection_score: float | None#: None

column_correlation_stability_score: float | None#: None

column_distribution_stability_score: float | None#: None

data_privacy_score: float | None#: None

deep_structure_stability_score: float | None#: None

membership_inference_protection_score: float | None#: None

num_invalid_records: int | None#: None

num_prompts: int | None#: None

num_valid_records: int | None#: None

synthetic_data_quality_score: float | None#: None

text_semantic_similarity_score: float | None#: None

text_structure_similarity_score: float | None#: None

timing: nemo_microservices.types.beta.safe_synthesizer.jobs.results.safe_synthesizer_timing.SafeSynthesizerTiming#

None

Output object for Safe Synthesizer

valid_record_fraction: float | None#: None