In most instances, calling this group "job-seekers" or "moochers" will suffice.
Inside the lab, however, the process of scientific enquiry is necessarily vulnerable to a degree of subjectivity that can, in some instances, call the whole enterprise into question.
At each iteration, new labeled instances, called queries, are added to the training set.
The first set of instances, called A1, is now available in a number of AWS regions in the U.S. and Europe.
Classification [9, 10] is used to learn a model called classifier from a set of labeled data instances called training and then to classify a test instance into one of the classes using the learned model known as testing.
Tempted by wrongs that in other instances call out for a judicial remedy, Breyer's abnegation before the First Amendment's protection of religious freedom was something almost priestly.
The task is to automatically induce a model based on a set of N instances, called training data.
This means that while the on-demand rate for high-memory, 16-CPU instances (called 'r3.8xlarge') is $2.80/hr, spot instance prices can be as low as $0.25 $0.35/hr.
The optimal hyperplane maximizes the separation margin between the two classes of training data, and is defined by a fraction of the input data instances (called support vectors) close to the hyperplane.
We iteratively assigned the most confident positive instances called by our classifier into training cases and found that performance of the self-training became stable after 75 iterations and stopped further training.
