The anomaly annotation file has seven columns, which are: 1. Column 1 (House_No): This corresponds to one of the house numbers. We have house numbers from 1-13 and 15 - 21. 2. Column 2 (Appliance): This represents the anomaly-causing appliance. 3. Column 3 (start_anomaly): This reports the anomaly start date and time 4. Column 4 (end_anomaly): This reports the anomaly end date and time 5. Column 5 (Status): This reports an anomaly status. Meaning whether we are sure (S) or not sure (NS) of the noted anomaly. This is explained in detail in the paper 6. Column 6 (Explanation): This reports the cause of an anomaly. 7. Column 7 (Comments): This mentions extra comments, if found. For different houses, the anomaly annotation file shows anomaly status of the following appliances, which use the same naming convention as the REFIT dataset. ———————————————————————————————————————— House No. : Appliances ———————————————————————————————————————— 1 : Freezer_1, Freezer_2, Fridge, Washing Machine, Electric Heater 2 : Dishwasher, Fridge-Freezer 3 : Dishwasher, Fridge-Freezer, Freezer, Tumble Dryer 4 : Freezer, Fridge-Freezer 5 : Microwave, Fridge-Freezer, Tumble Dryer, Washing Machine 6 : Freezer 7 : Fridge, Freezer_1 8 : Fridge, Freezer 9 : Fridge-Freezer 10 : Dishwasher, Fridge-Freezer, ChestFreezer, Mixer 11 : Fridge, Fridge-Freezer 12 : Microwave, Fridge-Freezer 13 : Kettle 15 : Fridge-Freezer 16 : Fridge-Freezer_1, Fridge-Freezer_2 17 : Freezer, Fridge-Freezer 18 : Freezer_garage, Fridge-Freezer 19 : Fridge Freezer 20 : Freezer, Fridge 21 : Dishwasher, Fridge-Freezer —————————————————————————————————————————