Sentence examples for precision constraint from inspiring English sources

Our main result is an active learning algorithm that approximately maximizes recall of the classifier under a precision constraint with provably sub-linear label complexity (under certain distributional assumptions).

Our main result is an active learning algorithm that approximately maximizes recall of the classifier while respecting a precision constraint with provably sub-linear label complexity (under certain distributional assumptions).

We show that label complexity of our algorithm is at most log n times the label complexity of the black-box, and also bound the difference in the recall of classifier learnt by our algorithm and the recall of the optimal classifier satisfying the precision constraint.

Test conditions were similar to exercise conditions with the exception that during the test a time pressure and/or precision constraint was imposed on the participants.

This paper proposes a cost-effective degradation test plan in the context of a nonlinear random-coefficients model, while meeting some precision constraints for failure-time distribution.

Since locations obtained by most positioning techniques are inherently imprecise, users may send approximate location queries with precision constraints to trade for energy consumption of sensor nodes.

As an application of this duality, we propose two formulations for the sensor network design problem viz., maximization of the network reliability subject to precision constraints and minimization of the network variance subject to reliability constraints.

Ali, S. Narasimhan, Sensor network design for maximizing reliability of linear processes, AIChE J. 39 (1993) 820 828; Y. Ali, S. Narasimhan, Redundant sensor network design for linear processes, AIChE J. 41 (1995) 2237 2249] and minimization of cost subject to precision constraints [M.

However, five participants were not able to perform the exercises under the imposed time pressure and precision constraints that followed every training session.

The figure above schematically illustrates the many steps involved in producing future high-precision constraints on cosmological models.

However, in a low precision implementation, constraint satisfaction cannot be guaranteed.