Overall_LSE

Higher is Better

[0, 1]

Description

Comprehensive latent space quality with data-type-aware weighting

Trajectory: 0.5*core + 0.3*traj_dir + 0.2*noise; Steady-state: 0.7*core + 0.3*noise

≥0.8 = excellent, ≥0.6 = good, ≥0.4 = moderate, <0.4 = needs improvement. Holistic latent space assessment.

Other metrics in the Latent Space category

Multi-method dimensionality efficiency score combining variance thresholds, Kaiser criterion, elbow detection, and spectral decay

Rate of eigenvalue decay indicating information concentration in leading dimensions

Effective dimensionality measure from eigenvalue distribution (trajectory: lower is better, steady-state: higher is better)