Skip to main content

Advertisement

Springer Nature is making Coronavirus research free. View research | View latest news | Sign up for updates

Table 2 Comparative F1 scores of the different COOLL appliances for the classification result using the two sets of features \(\{\hat {p}_{j}, \hat {a}_{i}\}\) and \(\{R_{\text {min}}, \hat {a}_{i}\}, j=0,\dots, 3\), and i=1,…,5

From: Electrical transient modeling for appliance characterization

 F1 score
 \(\{\hat {p}_{j}, \hat {a}_{i}\}\)\(\{R_{\text {min}}, \hat {a}_{i}\}\)
Drill85.598.8
Fan98.795.2
Grinder82.4100.0
Hair dryer99.4100.0
Hedge trimmer81.896.7
Lamp96.896.8
Paint stripper100.0100.0
Planer95.2100.0
Router78.8100.0
Sander99.295.7
Saw87.497.2
Vacuum cleaner100.098.6