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

TABLE 2. Softmax Results for the Semi-Supervised and Supervised Models With Different Numbers of Labels Inline graphic. Higher Values Indicate Higher Model Confidence. The Higher the Better for Correct Estimations, and the Lower the Better for Incorrect Estimations.

Inline graphic Desc. stat. Inline graphic correct NO-SSDL Inline graphic wrong NO-SSDL JS div. No SSDL Inline graphiccorrect SSDL Inline graphic wrong SSDL JS div. No SSDL
20 Inline graphic 0.8216 0.7343 0.2407 0.9452 0.7481 0.5812
s 0.1384 0.1457 0.0932 0.1298
30 Inline graphic 0.8594 0.7207 0.3554 0.9597 0.7722 0.5497
s 0.1337 0.1429 0.0755 0.1556
60 Inline graphic 0.9159 0.7128 0.506587 0.9301 0.7315 0.5462
s 0.1116 0.1504 0.0986 0.1384
70 Inline graphic 0.9097 0.7387 0.4514 0.9232 0.7309 0.4976
s 0.1167 0.1535 0.1066 0.1467
100 Inline graphic 0.9324 0.7297 0.5067 0.8445 0.7254 0.2872
s 0.1016 0.1471 0.1438 0.1505