Is this page helpful?

`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: typing.Any)#

Bases: nemo_microservices._models.BaseModel

attribute_inference_protection_score: Optional[float]#: None

column_correlation_stability_score: Optional[float]#: None

column_distribution_stability_score: Optional[float]#: None

data_privacy_score: Optional[float]#: None

deep_structure_stability_score: Optional[float]#: None

membership_inference_protection_score: Optional[float]#: None

num_invalid_records: Optional[int]#: None

num_prompts: Optional[int]#: None

num_valid_records: Optional[int]#: None

synthetic_data_quality_score: Optional[float]#: None

text_semantic_similarity_score: Optional[float]#: None

text_structure_similarity_score: Optional[float]#: None

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

None

Output object for Safe Synthesizer

valid_record_fraction: Optional[float]#: None