Sentence examples for sample selection scheme from inspiring English sources

The average weights of the samples selected according to the sample selection scheme proposed above are shown in Figure 8(a) as well, denoted as "New selection".

Let denote the selected samples, where for the sample selection scheme in [27].

As seen from the figure, the new sample selection scheme results in samples with much larger weights selected compared to the scheme in [27].

Rank 1 identification rateRank 5 identification rate Figure 8 Comparison of the proposed sample selection scheme against the sample selection scheme in [27].

Figure 8 demonstrates the effectiveness of the new sample selection scheme proposed in Section 3.2.

Therefore, in this paper, a new sample selection scheme is proposed to enhance the sample selection process in boosting, described as follows.

It is hoped that other investigators will also publish field and laboratory sample selection schemes, as increased transparency will provide new information invaluable to replication efforts and to advancing the field of speleothem paleo-environmental studies.

By replacing random sampling with our optimized selection scheme while selecting the training set, the breeding values in the test set can be estimated with higher accuracies.

On the other hand, when using these spatial schemes, the sample selection is computationally intense and becomes practically impossible to apply in large populations of pixels, as those occurring in forest cover estimation.

Since Gibbs sampling, used for GCS optimization in [23], needs thousands of iterations to guarantee good results, our greedy selection scheme outperforms Gibbs sampling.

First, the transition is analysed, and the selection scheme of the sampling window is described.