Research Article
A Mahalanobis Hyperellipsoidal Learning Machine Class Incremental Learning Algorithm
Table 3
The comparison of training time and testing time.
| Learning | Algorithm | Training times (ms) | Testing times (ms) |
| Original | HS-CIL | 110 | 94 | HE-CIL | 126 | 83 | MHE-CIL | 112 | 88 |
| 1st increment | HS-CIL | 15 | 140 | HE-CIL | 33 | 132 | MHE-CIL | 16 | 135 |
| 2nd increment | HS-CIL | 32 | 157 | HE-CIL | 36 | 161 | MHE-CIL | 33 | 158 |
| 3rd increment | HS-CIL | 31 | 204 | HE-CIL | 48 | 185 | MHE-CIL | 32 | 187 |
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