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. 2022 Mar 17;2022:9289574. doi: 10.1155/2022/9289574

Table 2.

Average evaluation values of supervised performance measurement using the proposed mean estimation techniques compared with the classical mean or Gaussian distribution for MCET.

μ 1,  μ2 Estimation Skin lesion MRI Brain
1 Classical mean 0.8923 0.8210
2 Lognormal [6] 0.8966 0.8349
3 Harmonic 0.8903 0.8323
4 Geometric 0.8593 0.8233

5 Contraharmonic Q = −3.0 0.8830 0.8513
6 Q = −1.0 0.8903 0.8313
7 Q = −0.5 0.8938 0.8475
8 Q = 0.0 0.8923 0.8240
9 Q = 0.1 0.8875 0.8421

10 Alpha trim d/2 = 10.0 0.8957 0.8670
11 d/2 = 20.0 0.9060 0.8922
12 d/2 = 30.0 0.9059 0.9160
13 d/2 = 40.0 0.9093 0.8988
14 d/2 = 50.0 0.9102 0.8860
15 d/2 = 55.0 0.9208 0.8839
16 d/2 = 60.0 0.9097 0.8772
17 d/2 = 65.0 0.9013 0.8781
18 d/2 = 70.0 0.8849 0.8771
29 d/2 = 80.0 0.8747 0.8412
20 d/2 = 90.0 0.8746 0.8077
21 d/2 = 100 0.8669 0.7974
22 d/2 = 110 0.8507 0.7936