Sentence examples for instance in the test from inspiring English sources

As stated before, in [15] the conditional distribution of y given x is assumed to depend on x only through the prediction value ({hat{f}}(x)) and therefore the width of the uncertainty intervals is the same for each instance in the test set.

Thus, for each instance in the test set we obtained two decision values.

For instance, in the test for Δfnr (aerobic), RA marks H+, H2O, ATP, ADP, Phosphate, Diphosphate and CO2 as the top 7 reporter metabolites, which participate in many reactions and are associated with many genes in the metabolic network.

(M_{unique}): build a unique interval for all instances in the test set.

The list of clustering methods tested is the following one: 1) (M_{unique}): build a unique interval for all instances in the test set.

We also measured the time required for recognizing the instances in the test set, which is also averaged over the 100 repetitions.

Using the two tatum candidates and extracted in step (1) in Section 3.5, the final tatum for the instances in the test split in each fold now is chosen based upon the statistics estimated from the training data.

The accuracy quoted is the percent of correctly classed instances in the test portion averaged over all ten runs.

As an alternative criterion for clustering, the CisFinder also uses co-occurrence of word instances in the test sequences.

One of the most popular performance measures in machine learning classification is accuracy (ACC), which is defined to be the ratio of the number of correct predictions to the total number of instances in the test sample.

For convenience, we will use brief notations T pi = T W pi ) and C pi = C W pi ) for the frequency of word W pi instances in the test and control sequence sets (elements of frequency substitution matrices).