I also measured gene expression variation in developmental and abiotic stress datasets to allow comparison with other publications focused on gene duplication and divergence of response patterns.
Major strengths of our study were reduced outcome misclassification through use of five markers to identify breast cancer subtypes (ER, PR, HER2, HER1 and CK5/6) and linkage of established datasets to allow for a relatively large study for assessing this association.
The data owner, who owns one or more datasets, and would like to allow analysts to perform data analytics over the datasets without compromising the privacy of users in the dataset.
Due to the advancements of sequencing technologies in the past few years, functional genomics, epigenomics, and regulatory genomics datasets are beginning to allow the dissection of the most likely regulatory variants, so that these can be experimentally validated.
Our primary benchmark dataset, termed CATRES-FAM, consists of 140 enzymes from the CATRES dataset, and was included to allow a direct comparison with Youn et al. and Gutteridge et al. This dataset contains a total of 471 catalytic residues out of a total of 49 180 residues with a median of three catalytic residues per enzyme.
Therefore, transcript analysis should only proceed after it has been verified that all rRNA-like sequences have been found and removed from the dataset to allow accurate identification of the transcribed functional content.
This needs to be analyzed retrospectively and validated prospectively in a larger dataset to allow more robust conclusions.
(iv) Larger training and test datasets may be needed to allow truly effective trajectory prediction and comprehensive assessment of performance.
The imputed datasets were combined and analysed together to allow for the uncertainty in the imputation model to be taken into account.
Starting from three different sets of information of a site, solar radiation model for roofs, ground and facades, 3D buildings model and a DSM derived from airborne LiDAR data, a methodology was developed in a GIS environment in order to fuse the datasets and allow for spatio-temporal analysis for solar energy quests.
