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Benchmarks
Ordinal Classification on WineQuality Red
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0.905
COV
APS
0.90084
0.90192
0.903
0.90408
Jun 23, 2026
COV
PS
CV
MW
MAMM
WAMM
MAIE
AISL
Updated 1mo ago
Evaluation Results
Method
Method
Links
COV
PS
CV
MW
MAMM
WAMM
MAIE
AISL
APS
alpha=0.1
2026.06
0.905
2.383
0
-
-
-
-
-
COPOCA
alpha=0.1
2026.06
0.903
2.481
0
1.481
1.026
1.64
0.1
3.478
COPOCL
alpha=0.1
2026.06
0.903
2.471
0
1.471
1.029
1.68
0.1
3.476
OCDF
alpha=0.1
2026.06
0.903
3.25
0
2.25
1.015
1.44
0.099
4.221
min-CPS
alpha=0.1
2026.06
0.902
2.296
0
1.296
1.047
1.9
0.103
3.35
LAC
alpha=0.1
2026.06
0.901
2.138
0
-
-
-
-
-
RPS
alpha=0.1
2026.06
0.901
2.135
0
1.135
1.018
1.5
0.101
3.163
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