Sentence examples for train instances from inspiring English sources

Based on this theory, the algorithm of kNN is to search for k train instances nearest to the test instance, then according to their labels, to predict the label of the test instance.

The N training instances were sampled separately for each task.

Training instances are recorded for three distinctive behaviors namely corridor following, obstacle avoidance and homing.

Consequently, transfer learning should be most profitable if a learning task with very few training instances is similar to a learning task with many training instances.

Uncovered test instances are assigned the default class value (or distribution) of the uncovered training instances.

(a) First, the root model is trained taking into account all training instances.

The training time of both algorithms is linear in the number of training instances and tasks.

To account for putting aside one target, the remaining targets received more training instances.

Being able to recognize actions even with a very small number of training instances.

For the incoming training instances with labels, it is easy to complement an incremental algorithm.

To not falsify the classification results, it is important that only the training instances are upsampled.