Sentence examples for pooling rule from inspiring English sources

Hence, we choose the maximum average amplitude as our pooling rule.

The system is described by (6), using maximum p% pooling, average pooling (Rule 4 in Section 5), and weighted pooling (Rule 5 in Section 5), applied to QS-SVM·DS1.

Table 6 Blur QA performance of applying different pooling rules on real blur database Pooling rule SROCC Maximum p% 0.5858 Average 0.5604 Weighted 0.5542.

Table 4 QA performance numbers by tenfold cross-validation Pooling rule SROCC Maximum p% 0.9248 Average 0.9004 Weighted 0.9080 Different pooling rules were applied on the blurred image portion of the LIVE Image Quality Database.

When applying analogous pooling rules to the image blur assessment problem, we observe that since distinct signal and noise trials do not exist in our case (and in any case the Gaussian assumption is questionable), so we cannot apply the optimal pooling rule (Rule 7).

As if to emphasise the point, on September 8th FASB published proposals to close the one loophole that it thinks makes American standards laxer than those elsewhere: the "pooling of interests" approach to mergers.Under pooling rules, companies that are combining simply add their accounts together, making it impossible to discern the cost of the acquisition.

From Figure 7, we can see that the maximal average pooling rules (Rules 1 and 2) perform better than the trial maximum (Rule 3), average pooling rules (Rule 4) and weighted pooling rules (Rules 5 and 6).

We studied the performance of different pooling rules in our system.

We used tenfold cross-validation and report the SROCC numbers from applying several different pooling rules.

Traditional pooling in frequency has negative effects as the pooling rules in acoustic spectrograms and in images are different.

Their experimental result is shown in Figure 7. Figure 7 Comparison of detection sensitivity of candidate pooling rules.