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. 2021 Jun 2;9:85442–85454. doi: 10.1109/ACCESS.2021.3085418

TABLE 7. DUQ Results for the Semi-Supervised and Supervised Models With Different Numbers of Labels Inline graphic. Lower Values Indicate Higher Model Confidence. The Lower the Better for Correct Estimations, and the Higher the Better for Incorrect Estimations.

Inline graphic Desc. stat. Inline graphic correct No SSDL Inline graphic wrong No SSDL JS div.No SSDL Inline graphic correct SSDL Inline graphic wrong SSDL JS div. SSDL
20 Inline graphic 133.7481 143.8356 0.072 131.9169 137.8194 0.17024
s 24.4915 55.7149 33.7233 21.8417
30 Inline graphic 130.7032 147.3737 0.13599 132.2328 142.4301 0.108488
s 32.4645 48.0116 31.6105 58.383
60 Inline graphic 135.0814 137.0349 0.072 132.7359 142.3879 0.163092
s 35.8013 20.6742 37.7423 20.4047
70 Inline graphic 132.1344 149.7608 0.216469 132.5677 148.2541 0.14228
s 24.8133 80.2325 32.204 75.853
100 Inline graphic 134.1262 143.4125 0.1599 132.6018 140.198 0.0943
s 29.4393 71.2851 34.5869 51.501