binary_sensor:
  - name: 'Bayesian Crunching'
    platform: 'bayesian'
    prior: 0.25
    probability_threshold: 0.7
    observations:
      - entity_id: 'input_boolean.bayesian_test_1' # Motion
        prob_given_true: 0.99
        prob_given_false: 0.85
        platform: 'state'
        to_state: 'on'

      - entity_id: 'input_boolean.bayesian_test_2' # Person
        prob_given_true: 0.99
        prob_given_false: 0.85
        platform: 'state'
        to_state: 'on'

      - entity_id: 'input_boolean.bayesian_test_3' # Home Occupied
        prob_given_true: 0.99
        prob_given_false: 0.01
        platform: 'state'
        to_state: 'on'

      # - entity_id: 'input_boolean.bayesian_test_4' # person occupancy
      #   prob_given_true: 0.99
      #   prob_given_false: 0.97
      #   platform: 'state'
      #   to_state: 'on'

      # - entity_id: 'input_boolean.bayesian_test_5' # dreambox recently active
      #   prob_given_true: 0.75
      #   prob_given_false: 0.5
      #   platform: 'state'
      #   to_state: 'on'

input_boolean:
  bayesian_test_1:
    name: Bayesian Test 1
    icon: mdi:numeric-1-circle

  bayesian_test_2:
    name: Bayesian Test 2
    icon: mdi:numeric-2-circle

  bayesian_test_3:
    name: Bayesian Test 3
    icon: mdi:numeric-3-circle

  bayesian_test_4:
    name: Bayesian Test 4
    icon: mdi:numeric-4-circle

  bayesian_test_5:
    name: Bayesian Test 5
    icon: mdi:numeric-5-circle

  bayesian_test_6:
    name: Bayesian Test 6
    icon: mdi:numeric-6-circle

  bayesian_test_7:
    name: Bayesian Test 7
    icon: mdi:numeric-7-circle

  bayesian_test_8:
    name: Bayesian Test 8
    icon: mdi:numeric-8-circle