method
active
method:between-to-within-class-variance-ratio

Between-to-within-class variance ratio

Prior-work method for selecting the optimal layer for truth probing by maximizing class separability.

Neighborhood — ranked by edge-count

Methods (1)

method
  • Linear Probe
    associated_with
    Simple linear classifiers trained on model activations used as the probing technique within the introduced method.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • A dead, structure-destroyed configuration typical of modern architecture and planning.
  • The ratio of total building floor area to site area, used to characterize density.
  • A structure generated by a living process, with deep interlocking and wholeness, as described in earlier volumes.
  • Person Withinconcept0.682
    The latent, free version of a person that occasionally emerges, especially when making beauty.
  • The seamless extension of built structure from interior rooms to outdoor gardens, making gardens usable as rooms.
  • Log odds-ratiomethod0.677
    Primary evaluation metric measuring causal effect of interventions; greater value indicates larger causal effect
  • Controls for variance by sampling random directions from top-k PC spaces matching each emotion probe's explained variance, and subtracting median persistence of 20 matched directions