Sentence examples for dataset deletion from inspiring English sources

It is in fact necessary to remove them; data-mining techniques such as feature selection assume that there is no redundancy in a dataset (deletion of redundant data items is a standard preprocessing step in data mining), and so the presence of redundant sequences would undermine our results.

In the full dataset, TP53 deletion was seen in 9.0% (97/1074) and mutations in 5.5% (70/1273) of patients.

All positions containing gaps and missing data were eliminated from the dataset (complete deletion option).

All positions containing gaps and missing data were removed from the dataset (complete deletion option).

All positions containing gaps or missing data were eliminated from the dataset (Complete deletion option).

Positions containing gaps and missing data in all sequences were eliminated from the dataset (Complete deletion option).

All positions containing gaps or missing data were eliminated from the dataset (Complete deletion option in MEGA).

All positions containing gaps and missing data were eliminated from the dataset (Complete deletion option in Mega4 software).

The last two strategies involve, in order to improve assembly efficiency from high coverage sequencing datasets, the deletion of redundant reads, ideally without harming the quality of the final reconstructed genes.

BECN1 and BRCA1 were each deleted in approximately one-third of the breast tumors in both the TCGA and METABRIC datasets (BECN1 deletion in 34% in TCGA and 33% in METABRIC; BRCA1 deletion in 35% in TCGA and 27% in METABRIC) (Supplementary Table 2).

We did not observe any duplications in our dataset, The atpI deletion was a true deletion, which makes sense functionally as the atpI gene codes for the AtpI protein which is a nonessential component of the H+-ATPase complex.