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Benchmarks
Drift Detection and Model Selection on RTREE-U
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0.83
κ Statistic
FiCSUM
0.4764
0.5682
0.66
0.7518
Mar 11, 2026
κ Statistic
C-F1 Score
Runtime (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
κ Statistic
C-F1 Score
Runtime (s)
FiCSUM
Framework=FiCSUM
2026.03
0.83
0.94
6,642.76
U-MI
Representation=U-MI
2026.03
0.81
95
-
FiCSUM
Representation=FiCSUM
2026.03
0.8
91
-
ER
Representation=ER
2026.03
0.73
53
-
ER
Framework=ER
2026.03
0.72
0.53
485.77
ARF
Framework=ARF
2026.03
0.71
0.29
1,700.22
S-MI
Representation=S-MI
2026.03
0.68
47
-
HTCD
Framework=HTCD
2026.03
0.57
0.11
449.62
RCD
Framework=RCD
2026.03
0.51
0.25
11,493.21
DWM
Framework=DWM
2026.03
0.49
0.29
274.04
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