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"Hub" genes were determined by calculating the degree (the number of adjacent edges, i.e. functional connectivities) of each gene and selecting the highest ones.
We trained ten networks, using 9 of the 10 data subsets: 8 for training and 1 for cross-testing as described above, using each feature and selecting the highest scoring feature separately for each network (highest AUC, Area Under ROC Curve, in cross-training).
Because all these groups could not be analyzed in a reasonable time, the data set was trimmed further by ordering the groups in order of the mean tip to root branch length and selecting the highest starness tree in each small window in the mean branch length.
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The degree of nonlinearity in signal response was assessed by examining the standard error of the regression and selecting the higher-order (nonlinear) polynomial model with the best fit.
On July 18, the sellers will open the bids and select the highest, if it's high enough, Ms. Saatchi said.
We went hunting for stocks with solid cash dividends but didn't do the obvious thing: Rank all stocks by yield and select the highest.
We average S4 over 10 min and selected the highest S4 among all the 10-min S4 values obtained for different satellites simultaneously.
The Grid Search method is to give a range of parameter C and γ, divide the grid under the given step size, traverse each point in the grid by cross validation and select the highest accuracy as the optimal parameter.
As a paper may have more than one author (which is the most common case) we calculate the h-index for all the authors of a paper and select the highest h-index.
The routing is established based on the trust scheme and rollback strategy, which is different from the previous researches on the reliability and fault tolerance, the proposed method establishes an optimal routing path between adjacent layers and selects the highest priority and the trust cluster head as the next hop.
To give a meticulous observation of the market reaction, for each individual stock, we sort the trading days based on the corresponding SFBI and select the highest 10 trading days as the Most Searching Days (MSD) and the lowest 10 trading days as the Least Searching Days (LSD).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com