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Over to Ed Twinge to explain: "Our karma rating is based on statistical confidence scoring.
As described in (Soucy & Mineau [22]), supervised weighting methods such as Gain Ratio based on statistical confidence intervals could be used to improve the quality of the text vectors and, as a consequence, the clustering results.
The peptide score was based on statistical confidence of sequence matching according to the software; 99% confidence translates into a score of 2.0 and 95% confidence scores 1.3.
ClanTox produces four categories of toxin predictions based on statistical confidence ranging from N = probably not toxin-like to P3 = toxin-like.
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A second order polynomial based on statistical analysis with 95% confidence limits was found as the best estimator of extraction yields.
Although the program-based flux analysis is powerful, it is not easy to be confident with the result obtained without experiences and exhaustive trial and errors based on statistical analysis for the confidence intervals in practice.
Based on statistical significance at the 95% confidence level, we divided all orthologous genes into three categories.
To propose suitable glass transition temperature ranges for engineering application, an approach to determine confidence interval based on statistical analysis was employed.
The webserver provides a confidence score based on statistical analysis of both training and testing sets (i.e. sequence range used to validate the method; see Supplementary Material ).
However, results obtained using multivariable modelling were similar to those obtained using propensity score matching, increasing our confidence that our findings were not solely based on statistical extrapolation.
Furthermore, adsorption isotherm confidence regions were estimated from the three adsorption isotherms based on statistical analysis and used for the rapid screening of AC for 2-MIB adsorption.
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