Research Article

A Mahalanobis Hyperellipsoidal Learning Machine Class Incremental Learning Algorithm

Table 3

The comparison of training time and testing time.

LearningAlgorithmTraining times (ms)Testing times (ms)

Original HS-CIL11094
HE-CIL12683
MHE-CIL11288

1st incrementHS-CIL15140
HE-CIL33132
MHE-CIL16135

2nd incrementHS-CIL32157
HE-CIL36161
MHE-CIL33158

3rd incrementHS-CIL31204
HE-CIL48185
MHE-CIL32187