Table 4 Accuracy.
From: Smart adaptive ensemble model for multiclass imbalanced nonstationary data streams
Model | Data stream | |||||||
|---|---|---|---|---|---|---|---|---|
S1 | S2 | S3 | S4 | S5 | S6 | S7 | S8 | |
SAEM | 83.81 | 84.1 | 91.15 | 90.14 | 88.77 | 88.17 | 87.66 | 88.7 |
ROSE | 79.02 | 80.25 | 90.16 | 89.38 | 83.36 | 85.08 | 77.02 | 85.63 |
CALMID | 71.01 | 72.06 | 88.12 | 87.3 | 77.67 | 79.6 | 77.47 | 79.8 |
KUE | 68.14 | 71.36 | 75.98 | 74.26 | 65.88 | 64.82 | 57.39 | 64.39 |
AUE | 58.66 | 59.17 | 74.85 | 74.14 | 63.41 | 64.36 | 60.79 | 64.91 |
AWE | 58.44 | 60.02 | 74.17 | 72.56 | 61.63 | 62.66 | 60.67 | 62.75 |
