We evaluated the performance of the algorithm by reporting the test accuracy (the proportion of total correct guesses with respect to the total test set), the precision (the fraction of retrieved instances that are relevant), and the recall@1 (the fraction of relevant instances that are retrieved) after 4,000 iterations.
But instances are neither relevant nor irrelevant.
In some cases either the branch or the exact amino acids being exchanged were ambiguous, and these instances are indicated where relevant.
In neither of these instances is this relevant.
It is worth noting that there is no universally accepted method for accurately identifying genomic subsequences as being relevant instances of a particular defined sequence motif, and as such, a strictly in silico analysis will always be dependent on choices of method and parameters.
But there are other relevant instances.
The moral virtue relevant to fear, for instance, is courage.
Particularly relevant applications could, for instance, be in-field, rapid and cost-efficient qualitative multiplex monitoring of pathogens.
In fact, a study of the complete encoded works of Palestrina (replace 'trecento' with 'palestrina' in the search and remove the limitation of only looking at the first 20, and wait half an hour) showed that there were 19,012 relevant instances, with 3817 followed by a unison, but 7751 exhibiting gap-fill behavior and only 7444 following regression to the mean, with a difference of 2.1%.
The precision is defined as the proportion of returned instances that are truly relevant; and recall is the proportion of relevant instances returned by the system [ 37]: P i = T P i r e t u r n e d i n s t a n c e s i ; R i = T P i r e l e v a n t i n s t a n c e s i, where TP i (true positives) is the number of returned instances that are truly relevant for element i.
If, on the other hand, [P1] requires only that we have reason to think our reliability not utterly mysterious, then, while [P1] is more plausible, the relevant instance of [P2] may be false.
