The same techniques used to derive this new algorithm also provide a Bayesian interpretation for a normalized version of Winnow.
The adopted method is similar to the normalized resistance interpretation method, which is used to establish epidemiological breakpoints separating wild-type isolate subpopulations from those harboring resistance mechanisms.
The EUCAST ECOFF value for ciprofloxacin in E. coli is based on 17877 observations [ 37], from which a similar definition of the wildtype population was reached using a normalized resistance interpretation method [ 38].
As shown below, these normalized structures simplify the interpretation of the data and enable the comparison and counting of sentences with the same meaning, irrespective of the flexibility in expression that ocurs in natural language.
Online databases on chemicals with known exposure-disease outcomes and genetic information can aid the interpretation of the normalized results.
These data processing methods enable comparisons of individual genes between samples, but they leave direct interpretation of the normalized values somewhat ambiguous.
These results are consistent with the non-normalized set of data for these same experiments as both show the same trends in luciferase activities (compare Fig. 4 to supplementary material Fig. S4); this is an important observation as interference with the expression of the control reporter plasmid can result in biased interpretation of the normalized data (Vesuna et al., 2005).
The normalized data are reviewed and an interpretation of the results given.
The CBCL offers the advantage of normalized T-scores to allow for interpretation of scores with a normalized mean of 50 and a standard deviation of 10 points, and cut-points for borderline clinical and clinical range behavioral problems.
Ideally the template will include normalized terms to indicate test results and interpretation that can be parsed programmatically, ultimately, it will facilitate the adoption of such useful information for research purpose.
