Module: Legion::Extensions::Agentic::Inference::Abductive::Helpers::Constants

Included in:

AbductionEngine, Hypothesis

Defined in:

lib/legion/extensions/agentic/inference/abductive/helpers/constants.rb

Constant Summary

MAX_OBSERVATIONS =

200

MAX_HYPOTHESES =

100

MAX_EXPLANATIONS =

500

MAX_HISTORY =

300

DEFAULT_PLAUSIBILITY =

0.5

PLAUSIBILITY_FLOOR =

0.0

PLAUSIBILITY_CEILING =

1.0

SIMPLICITY_WEIGHT =

0.3

EXPLANATORY_POWER_WEIGHT =

0.4

PRIOR_WEIGHT =

0.3

EVIDENCE_BOOST =

0.1

CONTRADICTION_PENALTY =

0.2

DECAY_RATE =

0.02

STALE_THRESHOLD =

120

SURPRISE_LEVELS =

%i[trivial expected notable surprising shocking].freeze

HYPOTHESIS_STATES =

%i[candidate supported refuted].freeze

QUALITY_LABELS =

{
  (0.8..)     => :compelling,
  (0.6...0.8) => :plausible,
  (0.4...0.6) => :possible,
  (0.2...0.4) => :weak,
  (..0.2)     => :implausible
}.freeze