Sentence examples for lower training time from inspiring English sources

While it compares favourably with other existing heteroscedastic LDA approaches, the GLD requires as much as 60 times lower training time on some datasets.

Our comparison with the support vector machine (SVM) also shows that, the GLD, together with the LNS, requires as much as 150 times lower training time to achieve an equivalent classification accuracy on some of the datasets.

The much lower training time for the ELM models could be due to the saving of time that may be needed to iteratively update the weights and biases in the BP trained models.

Combining SSL and AL gives a robust segmentation method that: (1) optimally uses few labeled samples and many unlabeled samples; and (2) requires lower training time.

In using neural networks, early stopping is recommended as an approach to lower the training time.

We also see that using approximate inference leads to lower total training time without loss in accuracy.

However, the proposed algorithm can achieve a high beam resolution at a lower cost of training time and energy consumption than Algorithm 1, 2 in [25].

Despite the relatively long training time, the lower entries of the LMS-trained LUT did not converge, which explains the poor performance compared to the NLMS and LCNLMS.

We observe that training time when using trainlm is lower than when using trainbr, but it exhibits some randomness.

One year after training, time for successful ventilation for all devices was lower than 25 seconds.

If we want to build the model for each user using his/her own mobile as computation platforms, it is better to use simpler and lower-training-time configurations even at the cost of expected accuracy.