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Noise_Resil
L Latent SpaceNoise Resilience
Direction
Higher is Better
Value Range
[0, 1]
Category
Latent Space
Structure of the learned representation
Description
Signal-to-noise ratio based on leading vs. trailing PCA components
Mathematical Formula
min(SNR/10, 1), where SNR = Σλ₁₋₂ / Σλ₃₊Interpretation Guide
Higher = better noise filtering. Indicates robustness to technical variation and measurement errors.
Related Metrics
Other metrics in the Latent Space category