Sentence examples for the test collections from inspiring English sources

Previous studies presented evaluations based on test collections having similar proportions of malicious and benign files in the test collections.

We use five standard TREC test collections in our experiments, and the basic statistics about the test collections and topics are given in Table 10.

Documents are preprocessed by removing all HTML tags, standard English stopwords are removed and the test collections are stemmed using Porter's English stemmer.

Thus, we divided the test collection into years and evaluated training sets of selected years on the next years.

One novel aspect of Generalizability Theory is that it allows this estimation of reliability even before the test collection exists, based purely on the numbers of queries and assessors that it will contain.

Therefore, we designed an annotation scheme to identify the important studies in the test collection.

The test collection of 86 isolates, included 58 carbapenemase producing isolates, and 28 carbapenemase negative controls.

Ultimately, they were able to purify 42% of the test collection of proteins with purity levels greater than 90%.

These unexpected results are perhaps due to the small size of the test collection, n = 19, for the testing on 2011 documents.

For these nine topics, we separated out the data into training and test sets, as noted above, and annotated the test collection.

Figure 1 shows a timeline view of all of the annotated positive samples (studies with a decision to include in the SR update) in the test collection.