They are removed using the Wiener filter in the frequency domain after zeroing out the means of rows and columns of the estimated shot-based SPN [18, 19].
We then define co-precision as the mean of row maximums (average co-amplification of a predicted oncogene with the closest true oncogene) and co-recall as the mean of column maximums (average co-amplification of a true oncogene with the closest predicted oncogene).
For example, in Equation 9, the geometric means of each row and the corresponding fuzzy weights are obtained using Equations 10 13.
The first step is the creation of a Virtual Condition, which is a vector containing the means of every row in the bicluster, as represented in equation 5.
In short, the data was organized as m × n matrix where m is the different samples (columns) and n is gene set Z-values (rows), mean of each row was subtracted and SVD was calculated using JMP's in-built SVD function as illustrated in this document: http://www.cs.princeton.edu/picasso/mats/PCA-Tutorial-Intuition_jp.pdf and also used in this script: http://abs.cit.nih.gov/MSCLtoolbox.nih.gov/MSCLtoolbox
Basally branching lineages occupy transitional zones and can walk both on water and land, while derived lineages have specialized in open-water zones and propel their body by means of surface rowing (Gerris, Limnoporus, Rhagovelia and Metrobates) [ 40, 41].
That means four of rows of lettuce, six inches apart in all directions, or three rows of cabbage, or five rows of carrots or onions.
Data sharding means storage of rows of one column family in different servers so that parallel processing can be performed while retrieving the complete set of data (Agrawal et al. 2011).
Hierarchical clustering was performed with average linkage and Pearson correlation metrics after row-based centering and normalization (subtracting mean of each row and dividing by standard deviation of each row).
The mean intensity of rowing was assessed as "somewhat hard – hard", 14 on a scale of 6 – 20 (= Rate of Perceived Exertion).
