Sentence examples for knowledge about the dataset from inspiring English sources

The clustering process requires no a priori knowledge about the dataset from the user.

A preliminary statistical analysis was carried out to increase knowledge about the dataset.

These results highlight the validity of the proposed framework, also considering that DAN computes partitions without any a priori knowledge about the datasets, as the optimal (or suboptimal) number of clusters is typically found by applying the previously described pattern.

While on the other hand, we have no knowledge about the training datasets used in the Haar-like detector [15], but it can be concluded from Figure 11 that the training dataset is consistent and aligned; hence, the Haar-like detector is less insensitive to small face error than our used dataset.

Another way is to use the knowledge about the input datasets to get a threshold empirically.

The model is also able to incorporate specific knowledge about a given dataset, including information about the quality of the measurements, related gene expression levels and knowledge of specific AS signals in the data.

Aside from the improvement in the knowledge about the genetic composition of the species, the dataset provides a foundation for designing gene-based microarrays for expression profiling.

With the increasing knowledge about the regulation of gene expression such datasets can be approached with existing knowledge of the system.

It also allows entering the number of sites for each motif if there is a prior knowledge about the number of occurrences that the motif has in the dataset.

We also apply the Deviance Information Criterion as a model selection criterion in the Bayesian context, to find the best change point model for a given dataset where there is no prior knowledge about the change type in the process.

Although a camera calibration is not available for all datasets, it is still possible to include knowledge about the camera geometry into the fitting process.