Let's try something different for unreliable device tracking...

packages/presence.yaml

@@ -71,6 +71,86 @@ proximity:
     tolerance: 5
     unit_of_measurement: mi
 
+binary_sensor:
+  - platform: bayesian
+    unique_id: a159dd2e-d8dc-469b-aaeb-bd774be07e1a
+    name: Tony Presence
+    device_class: presence
+    prior: 0.1
+    probability_threshold: 0.9
+    observations:
+      - entity_id: "device_tracker.life360_tony_stork"
+        prob_given_true: 0.8
+        prob_given_false: 0.2
+        platform: "state"
+        to_state: "home"
+      - entity_id: "device_tracker.tony_s_iphone"
+        prob_given_true: 0.8
+        prob_given_false: 0.6
+        platform: "state"
+        to_state: "home"
+      - entity_id: "device_tracker.tony_s_iphone_app"
+        prob_given_true: 0.8
+        prob_given_false: 0.2
+        platform: "state"
+        to_state: "home"
+      - platform: template
+        value_template: "{{ states('sensor.tony_s_iphone_ssid') in ['deltaforce-5G','deltaforce-2G','studio-5G','studio-2G'] }}"
+        prob_given_true: 0.99
+        prob_given_false: 0.01
+  - platform: bayesian
+    unique_id: 84183380-8ffc-49c1-a97b-8ef25ff6b5d4
+    name: Tina Presence
+    device_class: presence
+    prior: 0.1
+    probability_threshold: 0.9
+    observations:
+      - entity_id: "device_tracker.life360_christina_stork"
+        prob_given_true: 0.8
+        prob_given_false: 0.2
+        platform: "state"
+        to_state: "home"
+      - entity_id: "device_tracker.tinas_iphone"
+        prob_given_true: 0.8
+        prob_given_false: 0.6
+        platform: "state"
+        to_state: "home"
+      - entity_id: "device_tracker.tinas_iphone_app"
+        prob_given_true: 0.8
+        prob_given_false: 0.2
+        platform: "state"
+        to_state: "home"
+      - platform: template
+        value_template: "{{ states('sensor.iphone_ssid') in ['deltaforce-5G','deltaforce-2G','studio-5G','studio-2G'] }}"
+        prob_given_true: 0.99
+        prob_given_false: 0.01
+  - platform: bayesian
+    unique_id: 147f81d8-8f4f-4fe9-8bf5-fed7e5899fe9
+    name: Kallen Presence
+    device_class: presence
+    prior: 0.1
+    probability_threshold: 0.9
+    observations:
+      - entity_id: "device_tracker.life360_kallen_stork"
+        prob_given_true: 0.8
+        prob_given_false: 0.2
+        platform: "state"
+        to_state: "home"
+      - entity_id: "device_tracker.kallen_iphone"
+        prob_given_true: 0.8
+        prob_given_false: 0.6
+        platform: "state"
+        to_state: "home"
+      - entity_id: "device_tracker.kallen_iphone_app"
+        prob_given_true: 0.8
+        prob_given_false: 0.2
+        platform: "state"
+        to_state: "home"
+      - platform: template
+        value_template: "{{ states('sensor.kallen_iphone_ssid') in ['deltaforce-5G','deltaforce-2G','studio-5G','studio-2G'] }}"
+        prob_given_true: 0.99
+        prob_given_false: 0.01
+
 sensor:
   - platform: template
     sensors: