Thus, if an individual has died of senescence, we gain information regarding the density function, whereas if an individual has died of other causes, we gain information about the survivor function [28], [41].
Roughly speaking, we say that we have gained information when we know something now that we didn't know before; when 'what we know' has changed".
Even at very stringent ROC thresholds, just because a set is learnable, we can not be confident that we have gained information regarding which genes are specifically associated with the set, and new predictions will mostly be based on the effect of multifunctionality.
With the answers to these questions we have gained information on link pairs which, as mentioned above, is hard to extract automatically.
From a scientific perspective, we have gained information about assessment design criteria that can improve test performance, and that should be enhanced in vocational learning settings, in order to promote competence development affecting the socialization of young adults into the world of work.
Through this, we also gained information on the communication networks of those who did not complete the questionnaire.
We then exploit this gained information to discover new relations that refine some of those found in the previous step.
Considering the gained information, we will discuss the results and its broader meaning as well as consequences for transport demand modelling in the next section.
In other words, if we start with a set of logically consistent prior distributions over variables in a graph, we can gain information by computing the joint distribution over all variables, because consistent parts of the random graph reinforce one another and make the reconciled marginal distribution sharper (more informative).
