log-evidence (marginal likelihood)

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

• Log odds-ratiomethod0.762
  Primary evaluation metric measuring causal effect of interventions; greater value indicates larger causal effect
• Model Evidenceconcept0.757
  Probability of data under the model, penalizing complexity and rewarding accuracy.
• Evidence Accumulationfinding0.721
  Decision-making phenomenon reproduced by active inference in parietal/prefrontal cortex.
• Bayesian model evidenceconcept0.719
  The probability of sensory data under a generative model; negative log evidence is bounded by free energy.
• Likelihood Array (A matrix)concept0.718
  High-dimensional array mapping hidden states to outcomes; key learned quantity in the paradigm
• The likelihood of a dedicated feature for a concept (element, city, animal, food) follows a sigmoid in log-frequency of the concept in training data, with threshold frequency inversely proportional to number of alive features.finding0.716
  Quantitative relationship between concept frequency and feature presence.
• Logistic Regression Probemethod0.714
  Standard linear probing technique; compared to mass-mean probing for classification accuracy and causal implication
• perceptual inferenceconcept0.714
  The process of inferring causes of sensory inputs, a key aspect of the free-energy minimization scheme.