Skip to main content

Advertisement

Table 1 Area Under Curve for predicting 1 week based on the preceding 8 weeks. The results are averaged over 2 years (90 samples) with corresponding standard deviation

From: Prediction of domestic appliances usage based on electrical consumption

  Histogram Pattern Search Bayesian Inference
GH9
 Dish-Washer 0.64 ±0.15 0.72 ±0.10 0.72 ±0.10
 Tumble Dryer 0.74 ±0.21 0.78 ±0.14 0.71 ±0.08
 Washing Machine 0.84 ±0.10 0.75 ±0.09 0.73 ±0.08
AMPds2
 Dish-Washer 0.68 ±0.12 0.66 ±0.10 0.74 ±0.08
 Tumble Dryer 0.72 ±0.11 0.73 ±0.08 0.77 ±0.09
 Washing Machine 0.63 ±0.17 0.81 ±0.08 0.73 ±0.10
REFIT
 Dish-Washer 0.79 ±0.14 0.72 ±0.15 0.72 ±0.06
 Tumble Dryer 0.76 ±0.14 0.66 ±0.13 0.69 ±0.07
 Washing Machine 0.74 ±0.09 0.68 ±0.10 0.77 ±0.08