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[求助] 急急急!!!谢谢,求一段翻译

For  each  compound  we  constructed  a  performance  profile  assigning binary  ([0,1],  binding  data)  or  discrete  (½−1;0;1 ,  functional  data)  values representing activity for a compound in a given assay, collecting such values across all assays into a vector x.     
Discretization of binding data are described elsewhere (48), and ChemBank data were handled similarly, except both high- and low-signal outlier values (56) were accepted (SI Datasets D6 and D7).
All distinct performance profile vectors x for compounds were collected to set S, and Shannon entropy (H) was computed by calculating relative frequencies pðxÞ and summing frequency terms over x ∈ S: HðSÞ ¼ −ΣpðxÞ log2½pðxÞ  (profile entropy).
To calculate entropy for a set of profiles weighted by a specificity constraint, we first computed H separately for each subset S m  of profiles sharing the same number m of nonzero profile features, then computed  a  weighted  sum  of  these  entropies  with  weighting  factor w m ¼ exp½− lnð2Þm , to give H w ðSÞ ¼ Σw m HðS m Þ (weighted profile entropy).
For ChemBank profiles, missing data were censored to zero before entropy calculations (SI Dataset D8). Statistical analyses, visualizations, and entropy calculations were performed in MATLAB.
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