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Target classification and novel class prevalence estimation on Newsgroup20 (target)
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62.2
Accuracy (All Classes)
PULSE
38.384
44.567
50.75
56.933
Jul 26, 2022
Accuracy (All Classes)
Accuracy (Seen Classes)
Accuracy (Novel Classes)
Mean Prevalence Error (Seen)
Mean Prevalence Error (Novel)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (All Classes)
Accuracy (Seen Classes)
Accuracy (Novel Classes)
Mean Prevalence Error (Seen)
Mean Prevalence Error (Novel)
PULSE
2022.07
62.2
65
83.6
0.232
0.061
k-PU
2022.07
52.1
57.8
42.7
0.776
0.373
Domain Disc.
2022.07
50.9
64.4
93.2
-
0.176
BODA
2022.07
43.4
38
34.1
0.55
0.167
Source-Only
2022.07
39.3
64.4
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