Training data quality metrics per Art. 10. More...

#include <compliance_types.hpp>

Public Attributes
std::string	dataset_id
	Training dataset identifier.

int64_t	total_records = 0
	Total records in dataset.

double	completeness = 0.0
	Data completeness (0.0 - 1.0).

double	class_balance = 0.0
	Class balance ratio (0.0 - 1.0).

int64_t	temporal_coverage_start_ns = 0
	Earliest record timestamp.

int64_t	temporal_coverage_end_ns = 0
	Latest record timestamp.

std::string	known_biases
	Documented biases.

std::string	preprocessing_steps
	Data preprocessing description.

Detailed Description

Training data quality metrics per Art. 10.

Definition at line 1132 of file compliance_types.hpp.

Member Data Documentation

◆ class_balance

double signet::forge::eu_ai_act::TrainingDataMetrics::class_balance = 0.0

Class balance ratio (0.0 - 1.0).

Definition at line 1136 of file compliance_types.hpp.

◆ completeness

double signet::forge::eu_ai_act::TrainingDataMetrics::completeness = 0.0

Data completeness (0.0 - 1.0).

Definition at line 1135 of file compliance_types.hpp.

◆ dataset_id

std::string signet::forge::eu_ai_act::TrainingDataMetrics::dataset_id

Training dataset identifier.

Definition at line 1133 of file compliance_types.hpp.

◆ known_biases

std::string signet::forge::eu_ai_act::TrainingDataMetrics::known_biases

Documented biases.

Definition at line 1139 of file compliance_types.hpp.

◆ preprocessing_steps

std::string signet::forge::eu_ai_act::TrainingDataMetrics::preprocessing_steps

Data preprocessing description.

Definition at line 1140 of file compliance_types.hpp.

◆ temporal_coverage_end_ns

int64_t signet::forge::eu_ai_act::TrainingDataMetrics::temporal_coverage_end_ns = 0

Latest record timestamp.

Definition at line 1138 of file compliance_types.hpp.

◆ temporal_coverage_start_ns

int64_t signet::forge::eu_ai_act::TrainingDataMetrics::temporal_coverage_start_ns = 0

Earliest record timestamp.

Definition at line 1137 of file compliance_types.hpp.

◆ total_records

int64_t signet::forge::eu_ai_act::TrainingDataMetrics::total_records = 0

Total records in dataset.

Definition at line 1134 of file compliance_types.hpp.

The documentation for this struct was generated from the following file:

include/signet/ai/compliance/compliance_types.hpp

Public Attributes