Module: Legion::Extensions::Agentic::Attention::SignalDetection::Helpers::Constants

Included in:
Detector
Defined in:
lib/legion/extensions/agentic/attention/signal_detection/helpers/constants.rb

Constant Summary collapse

MAX_DETECTORS = 
100
MAX_TRIALS = 
1000
MAX_HISTORY = 
300
DEFAULT_SENSITIVITY = 
1.0
SENSITIVITY_FLOOR = 
0.0
SENSITIVITY_CEILING = 
5.0
DEFAULT_CRITERION = 
0.0
CRITERION_FLOOR = 
-3.0
CRITERION_CEILING = 
3.0
LEARNING_RATE = 
0.05
DECAY_RATE = 
0.01
TRIAL_OUTCOMES = 
%i[hit miss false_alarm correct_rejection].freeze
SENSITIVITY_LABELS = 
{
  (3.0..)     => :exceptional,
  (2.0...3.0) => :excellent,
  (1.0...2.0) => :good,
  (0.5...1.0) => :moderate,
  (..0.5)     => :poor
}.freeze
BIAS_LABELS = 
{
  (1.0..)       => :very_conservative,
  (0.3...1.0)   => :conservative,
  (-0.3...0.3)  => :neutral,
  (-1.0...-0.3) => :liberal,
  (...-1.0)     => :very_liberal
}.freeze

Class Method Summary collapse

Class Method Details

.bias_label(criterion) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/signal_detection/helpers/constants.rb', line 49

def bias_label(criterion)
  BIAS_LABELS.find { |range, _| range.cover?(criterion) }&.last || :neutral
end

.clamp_criterion(value) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/signal_detection/helpers/constants.rb', line 57

def clamp_criterion(value)
  value.clamp(CRITERION_FLOOR, CRITERION_CEILING)
end

.clamp_sensitivity(value) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/signal_detection/helpers/constants.rb', line 53

def clamp_sensitivity(value)
  value.clamp(SENSITIVITY_FLOOR, SENSITIVITY_CEILING)
end

.sensitivity_label(d_prime) ⇒ Object 



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# File 'lib/legion/extensions/agentic/attention/signal_detection/helpers/constants.rb', line 45

def sensitivity_label(d_prime)
  SENSITIVITY_LABELS.find { |range, _| range.cover?(d_prime) }&.last || :poor
end