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MSCI Validation Module
Provides tools for validating the Multimodal Semantic Coherence Index:
- Sensitivity analysis (perturbation tests)
- Human correlation analysis
- Threshold calibration (ROC/AUC)
- Failure mode analysis
"""
from src.validation.msci_sensitivity import (
MSCISensitivityAnalyzer,
PerturbationGradient,
)
from src.validation.human_correlation import (
HumanCorrelationAnalyzer,
CorrelationResult,
)
from src.validation.threshold_calibration import (
ThresholdCalibrator,
CalibrationResult,
)
__all__ = [
"MSCISensitivityAnalyzer",
"PerturbationGradient",
"HumanCorrelationAnalyzer",
"CorrelationResult",
"ThresholdCalibrator",
"CalibrationResult",
]
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