Table 14: Result of performance measurement for classification of similar power appliances with adding three multistate appliances.

MetricSimilar power appliance based modelAll appliance based model

Precision 0.955 0.896
Recall 0.948 0.863
Accuracy 0.957 0.911
1-Score 0.951 0.879