We also tested whether individual word usage can predict the community membership of users by comparing their own word frequencies with community word usage (see Materials and Methods).
The words used by an individual user, in turn, can be used to predict the community of which that user is a member.
To show the performance of IDRN on different networks, we randomly use 10% nodes for training and predict the community belongings of all left nodes.
However, the Ghanaian study was hospital-based and did not predict the community level prevalence.
Mechanistic understanding of these patterns will help predict the community feedbacks that determine long-term ecosystem responses.
But soon, he predicted, "the community will settle down".
Figure 3 Method for predicting the community of a user.
Comparing different partitions, the hierarchical map equation predicted the community of more users correctly than the high-level modularity maximisation partition.
At Changbai Mountain, the model accurately predicts the community dynamics of complex mixed forest types present along an elevational gradient, as well as the broad regional compositional patterns across China and Russia.
This is recognized in forest gap models the only models that have hitherto been successful in predicting the community dynamics of mixed species forests (e.g. [5], [2]).
