Given a loss function l and a penalty function Ω, large-margin classifiers can then be trained on a given training set by solving the following constrained optimization problem: (2) where μ is a parameter that controls the trade-off between fitting the data, i.e. minimizing R emp (f), and monitoring the regularity of the classifier, i.e. monitoring Ω(w).
The developers of DataPall continue to monitor the pilot sites to address ongoing concerns including: ensuring periodic backups of data; soliciting feedback on the efficiency and regularity of data input; and troubleshooting any errors in the system.
The refinement is based on an estimate of the local Sobolev regularity index of the underlying solution by monitoring the decay rate of its Legendre expansion coefficients.
Outpatients in sinus rhythm with a history of atrial fibrillation were given the device to monitor their pulse regularity once daily to detect atrial fibrillation.
–Pick up a local bus or train schedule, and monitor and record the regularity of service for a set period of time.
An effective shellfish monitoring system, which shuts down aquaculture sites when toxins exceed regularity limits, has clearly prevented serious impact to human health, and remains the only viable means of monitoring the potential threat to human health.
But who monitors the monitors?
Does a healthcare quality improvement programme, incorporating education and claims-based feedback about practice-specific models of monitoring diabetes care, increase the regularity with which primary care physicians assess people with diabetes mellitus receiving Medicare benefits?
There were no formal structures demarcating filial or platonic roles, Christopher was not obliged to sleep or eat in Sam and Amber's yurt, and his basic functions were not monitored with regularity.
Only a fraction of the total, about 1.25 million, had been described by science, and far fewer of the total populations still had not been monitored with any regularity.
Neither 5 nor 250 nmol SkQ1/kg per day had any statistically reliable effect on the longevity of these mice or on "healthspan" (monitored by measuring regularity of estrous cycles).
