Sentence examples for expectation estimates from inspiring English sources

The EM algorithm consists of two repeated steps: The E-step (expectation) estimates the expected membership of each data point in each component and then the component weights ω, given the current model parameters θ.

United States guidelines state a disposal via atmospheric entry should be controlled rather than uncontrolled whenever casualty expectation estimates exceed a specified limit.

Figure 3 shows the distribution of expectation estimates (E-values) for actual D. melanogaster matches compared with randomized data and with non-arthropod data.

Last December's Shell report said, "With hindsight, it might have been more appropriate to correct the expectation estimate down rather than the proved estimate upwards".

The total length of CGI overlapping with exons and introns in different gene regions normalized for the expectation estimated from overlapping of randomly sampled intervals.

The Clustering Improvement Factor (CIF, fold better clustering than random expectation) estimate for each of the syndromes is shown along the periphery.

The marker spacing also reached the minimal expectation estimated at a spacing average of 10 cM over the whole genome that is needed for an accurate QTL detection (Darvasi et al. 1993).

Propagate these points through the model Estimated expectation and variance covariance of the transformed variable based on the sigma-points are given by the linearly weighted sums (16) (17) with weights and According to Julier et al. (2000), the errors of the expectation estimate is of fourth and higher order, whereas the variance covariance estimates have an error of fourth and higher order.

(8) Expectation step: Estimate (estimate posterior probability (Eq. (8) ) and evaluate latent variables given the joint distribution of the parameters θ old and the observations X. Maximization step: Optimize the model parameters θ new given by Eq. (9) and Eq. (10).

Mr. Aziz has greater expectations, estimating that 10 times that amount will be recovered before a June 15 deadline.

Measured values have been compared to the expectations estimated applying the API 2517/2519 and the VDI 3479 standards.