Sentence examples for assessed on simulated data from inspiring English sources

Since in actual recording experiments, the number of synaptic events and their exact arrival times ("ground truth") are not perfectly known, the performance of our method was first assessed on simulated data (Figure 3).

To assess performance on simulated data, we focus on the sensitivity of detecting DE genes after each data filter, defined as the proportion of truly DE genes detected among all truly DE genes.

We assess the performance of our model on simulated data and compare it with favorable results to related methods.

We assess the performance of our model on simulated data and compare it with favorable results of other unsupervised methods.

To this end, we created multiple data sets based on simulated data to assess strengths and weaknesses of seven published methods as well as a newly developed method, KLAS.

In the remainder of the article we describe the method in detail and assess how well it performs both based on simulated data sets and in comparison to a grid-based approach.

Spatial resolution, assessed on simulated sinograms and on reconstructed data, agreed with real data.

We assess the performance of our method for detecting deregulations on simulated data.

Detailed program analysis was conducted on simulated data where alignment correctness could be assessed.

We evaluate the parameter estimation method on simulated data.

Because our study is based on simulated data, we used effect size to assess differences between scenarios rather than test statistics; when using test statistics, a sufficiently large sample size will always suggest statistically significant differences.