Sentence examples for topics distribution from inspiring English sources

However, problems could occur, such as neglecting key concepts in the curriculum or having disproportionate course topics distribution, when teachers create assessments or test items.

Instead of using Fisher similarity function for categorization using topic distribution probabilities, AdaBoost is employed to build a robust classifier using PLSA topic distribution probabilities as feature.

The cumulative topic distribution in Figure 6 includes only topic proportions greater than 0.02.

Moreover, the Dirichlet prior to the per-document topic distribution significantly reduces the effect overfitting.

TPR resorts to Wikipedia articles to train a topic distribution for terms to assist keyphrase extraction.

The ART model [85] describes the per message topic distribution based on author and recipient pair.

The features to build the classifier are the topic distribution probabilities obtained from the PLSA model.

The PLSA topics are discovered as before in phishGILLNET1 and topic distribution probabilities on training data are estimated.

The parameter of learning target date distribution is (alpha), and the parameter of classification target topic distribution is (beta).

For example, the rank 1 crime type, 'other miscellaneous crimes', has a topic distribution that is broadly similar to the topic distributions for every other crime type (Fig. 6).

The topic distribution probabilities on the test set is derived using PLSA fold-in (see Section 4).