Sentence examples for dimensions estimation from inspiring English sources

The measurement of chamber dimensions, estimation of ejection fraction, and fractional shortening were performed according to recommendations of the American Society of Echocardiography [ 20].

Section IV describes a simulation experiment designed to investigate the effect of different scales of error variability on the accuracy of different methods of dimension estimation (both in estimating the dimension itself and in the impact on Root-Mean-Squared-Error (RMSE)).

> -wrap-foot> The results of the simulation experiment described in Section IV suggest that the RMT method of dimension estimation has good accuracy in estimating the correct latent variable dimension when the magnitude of the latent effects is sufficiently large relative to other error components, superior to simpler methods based on AIC and BIC.

Our simulations also suggest that the RMT method of dimension estimation, proposed by Teschendorff et al. (2011), performs well for estimating the dimension of the latent structure.

In each simulation (except those conducted to compare methods of dimension estimation), the RMT method of Teschendorff et al. (2011) was used to estimate the latent dimension.

Table 2 Subspace tracking and subspace dimension estimation.

For emotion dimension estimation, we obtained promising results for activation and dominance dimensions.

Then, the correlation dimension estimation D can be attained using least square regression.

These tools were used as detection rules for the dimension estimation detector (DED) [12].

The steps of the subspace tracking and subspace dimension estimation method are listed in Table 2.

A comparison of the proposed algorithm using both fractal dimension estimation methods with the K-Means algorithm is discussed.