Sentence examples for test document from inspiring English sources

You need not estimate parameters that you don't need for classifying the test document.

The distances of the test document from the centroids are and.

and are the numbers of tokens and types, respectively, in the test document.

Based on the data in Table 13.10, (i) estimate a multinomial Naive Bayes classifier, (ii) apply the classifier to the test document, (iii) estimate a Bernoulli NB classifier, (iv) apply the classifier to the test document.

kNN or nearest neighbor classification (Section 14.3 ) assigns the majority class of the nearest neighbors to a test document.

To properly evaluate a system, your test information needs must be germane to the documents in the test document collection, and appropriate for predicted usage of the system.

Then the learning method might produce a classifier that misassigns test documents containing arachnocentric to China.

The approach begins with the classification of test documents into a set of initial categories.

Well test documents detail planning processes and the output of those processes, that is, planning decisions.

The implicit assumption was that training documents and test documents are generated according to the same underlying distribution.

In this section, instead of using the number of correctly classified test documents (or, equivalently, the error rate on test documents) as evaluation measure, we adopt an evaluation measure that addresses the inherent uncertainty of labeling.