Sentence examples for sample to compute from inspiring English sources

The main ideas of NWFE put different weights on every sample to compute the "weighted means" and define new nonparametric between-class and within-class scatter matrices.

Now with the new predictor tracking the RTT measurements much faster, we used the difference between the current and last RTT sample to compute the RTTVAR, as indicated in Equation 4. RTTVAR = ( 1 - β ) · RTTVAR + β · | SampleRTT t - SampleRTT t-1 | (4).

All modeling steps are processed again on each bootstrap sample to compute correct classification rates and C indexes.

As discussed in the section on overfitting, this motivates splitting the data into two random samples, training and test, and using the regions from the training sample to compute the definitive ROC curve based on data in the test sample.

Each iteration performs 100 independent samplings, and uses the top-scoring samples to compute the distribution of the weights for the subsequent iteration.

We used signals with a total number of samples T=106but we used only a subset of 10,000 samples to compute SE and NG measure to avoid the extremely high computational demand.

As we will see later, we will use cubic spline interpolation, a method which uses more than two samples to compute any interpolation.

Receiving nodes will use the collected samples to compute a network wide view, thereby potentially using weights (e.g., older samples receive a lower weight, samples from further away nodes could also receive a lower weight).

This paper describes a novel form of Bayesian Laplace approximation, which can be replace both the Bayesian updating and the inner Monte Carlo sampling to compute the posterior expectation of a function.

By introducing some latent variables, the conditional distributions in the posterior may be shown to be conjugate, and thus an efficient Gibbs sampler to compute the posterior distribution may be developed.

Notably, for each iteration in the SEER algorithm, each user utilizes Gibbs sampling to compute its transition probability distribution for updating its transmission power, where the requirement for message passing and computing the transition probability distribution in each iteration can be demanding when applied to ad hoc communications without centralized control.