Artificial Neural Networks, in particular Multilayer Perceptrons (here called simply Neural Networks, or NNs) are built up of three or more layers of nodes and weighted connections between them; weights are set maximizing the rate at which the output layer correctly identifies the true class of given examples.
They showed that under very general assumptions, the optimal choice query with regard to EVOI coincides with the optimal recommendation set, i.e., a set maximizing the expected utility of the user selection.
The phylogeny data set corresponds to a high-quality annotation that can be used to build phylogenetic trees, whereas the annotation data set maximizes the number of annotated transcripts in the species investigated.
Since standard videos in ordinary colors tend to be uninspiring, the ST6500 ensures that the Smart feature set maximizes your creativity and ensures you discover the fun of shooting.
His solution consists in choosing the alternative which, in the feasible set, maximizes the product of individual utility gains from the disagreement point (this point is the fallback option when the parties fail to reach an agreement).
One set of techniques minimizes the same cost function used in reverse correlation RF estimates, the mean squared error between the predicted and actual responses [32], [42], while another set maximizes some variant of the mutual information between the stimulus and the predicted response [21], [43], [44].
The complete set maximized coverage of the genetic background of the world's domesticated apple.
To address this problem, we propose a linear time algorithm for calculating a set of non-overlapping regions such that the set maximizes the score of focal combinations of epigenetic modifications (e.g., K27HMD) and the length of each region is greater than or equal to a given minimum threshold (e.g., 4 kb).
Since you'll want the process to be as automated as possible, you'll want to take a few moments to ensure that uTorrent's settings are set to maximize speed and eliminate the need for you to interfere.
He set about maximizing line speeds at Case Farms, buying additional family-owned operations and implementing modern factory practices.
Working from a list of umami-rich foods he found online, Fleischman set about maximizing the potential of the hamburger by using ingredients like cheese, seaweed, and dried fish to amplify its flavor.
