Correcting Inaccurately Recorded Data due to Faulty Calibration of a Capacitance Water Content Probe
Table 5
Values of the statistical measures of the studied scenarios.
Scenario
MPE
RMSE
CVRMSE
NRMSE
1
−98.4%
−85.7%
−96.4%
0.184
137.7%
0.557
2
−97.5%
−91.6%
−96.1%
0.183
136.7%
0.552
3
−60.7%
150.0%
−26.3%
0.099
74.2%
0.300
4
−28.6%
128.8%
4.3%
0.052
38.5%
0.156
5
−67.5%
129.5%
−36.5%
0.112
83.3%
0.337
6
−82.9%
−33.4%
−52.9%
0.210
62.9%
0.397
7
−36.9%
51.8%
−9.4%
0.037
21.5%
0.100
8
−29.0%
8.3%
−11.1%
0.035
20.3%
0.078
9
−55.2%
1.4%
−7.1%
0.018
10.7%
0.048
10
−34.0%
0.6%
−16.6%
0.051
23.2%
0.121
11
−135.9%
518.1%
4.5%
0.037
21.1%
0.071
: the minimum estimation error; : the maximum estimation error; MPE: the mean percent error; RMSE: the root mean squared error; NRMSE: the normalized root mean squared error; CVRMSE: the coefficient of variation of the root mean squared error.
