Meanwhile, sets of data from different bioinformatics sources are often in different formats, making it harder to integrate and mine them than in other industries, such as engineering or finance, where formal standards for exchanging data exist.More troubling still, a growing proportion of the data is proving inaccurate or even false.
In fact, the more data you have, the less information you gain as a proportion of the data.
The weight λ i determines the proportion of the data in cluster i.
However, as Dr. Michael Wu points out, it's quite literally the opposite: "The more data you have, the less information you gain as a proportion of the data".
Note that the proportion of the data amounts of Set A, Set B, and Set C is 2 : 2 : 1.
In this study, it was found that a major proportion of the data had misfits smaller than 10°.
A second researcher coded a proportion of the data for the purpose of checking inter-rater reliability.
Furthermore, this author performed a significant proportion of the data processing and data analysis tasks for this study.
These trials comprise a large proportion of the data driving the treatment guidelines established and reviewed by the National Asthma Education and Prevention Program.
Although bulk personal datasets constitute only a tiny proportion of the data GCHQ obtains, its retention and use of such datasets represent a significant interference with many people's right to privacy under the European Convention on Human Rights (ECHR).
The scale on the side of each plot gives an indication of the proportion of the data points between each isocontour.
