First, we demonstrate the accuracy of the method on a mixture of real datasets of cowpox viruses with a known ground truth.
Archetypoid analysis represents each observation in a dataset as a mixture of actual observations in the dataset, which are pure type or archetypoids.
Thanks to the ability of VARIFORC to extract important features from FORC datasets, a mixture of magnetic minerals in various domain states could be resolved in FORC diagrams (Fig. 5e, f).
We used two experimental datasets, a mixture of 8 normal DNA (MIX) and a set of 80 tumor-normal spiked-in (TNS) pairs derived from 38 different normal germ line DNA samples to measure the performance of the approach in comparison with other mutation callers.
This is consistent with the fact that the Specialty dataset is a mixture of treated and untreated samples, whereas the Treated dataset was collected exclusively from treated patients.
It is unclear exactly how one might define such a mixture of distributions automatically for any dataset.
The ALFs are mainly created based on the patient's NHS number; and if the NHS number is absent in a dataset, a mixture of other identifying variables like forename, surname, gender, postcode of residence, and date of birth are used for probabilistic matching, while maintaining complete anonymity for the end users [ 4].
These datasets were usually derived with different experimental techniques: the Collins, Krogan and Gavin datasets include the results of TAP tagging experiments only; the DIP dataset include the results of Y2H experiments; the BioGRID dataset contains a mixture of TAP tagging, Y2H and low-throughput experimental results.
These datasets are a mixture of primary and confirmatory bioassay data - all the false positives from the primary screen are relabelled as inactive.
The missing data patterns displayed by the example datasets are a mixture of monotone, intermittent and mixed.
