Sentence examples similar to at each testing instance from inspiring English sources

However, we highlight the fact that, for each test instance, only one tree is selected to perform the instance classification, and thus the user has to interpret only a single tree at a time.

In addition, this coefficient adapts itself according to each test instance.

Repeat for each test instance.

Based on the theory of kNN, ML-kNN aims to find k nearest instances for each test instance.

Mean differences in each scale between each test instance were analyzed using a paired two-tailed t-test.

Step 3: According to the labels of k training instances and the conditional probability associated to each label, forecast the probability of the xi instance and then acquire the forecast results (here ≥ 0.5 is taken); Repeat for each test instance.

It should be noticed that even though Clus-DTI may generate several decision trees for the same dataset, only one tree is used to classify each test instance, and hence only one tree needs to be interpreted at a time.

When LVDM computes the distance between a test instance and each training instance, the conditional probabilities in VDM are estimated by counting from the neighborhood of the test instance only instead of from all the training data.

Step 2: Presuming there are p samples in the test instance, for each instance xi, calculate the distances of xi to all training instances; for each instance xi of test data, find the k instances of training data with the smallest distance.

Each tree's classification of the test instance is recorded as a vote.

As our test instances each represent one working day at the ARC, the run time of our solution methods is the only stopping criterion.