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Based on data mining, a self-learning method is developed for identifying fuzzy model and extrapolating missing rules, by means of confidence measure and the improved gradient descent method.
In this case, the statistical significance of the results cannot be evaluated by means of confidence intervals associated to the performance of each method independently, but requires the comparison of the different methods in a one-to-one basis for the same sentences, speakers and train/test datasets.
Consequently, it is worthwhile reflecting the reliability of predicted gene relationships by means of confidence scores which allow experiment-specific data selection by database users.
Statistical significance of the enrichment data was estimated by means of confidence p-values calculated by applying the hypergeometric test and Bonferroni correction.
In addition, this allowed us to assess the variance of the expected prediction error by means of confidence intervals, which have been derived from the percentiles of the empirical distribution of the prediction error.
Both parts of the expert elicitation, the assessment of state of the art scientific knowledge by means of confidence levels and the problem solving interpretation by means of a qualitative questionnaire and a workshop discussion, were quite challenging for all experts involved, as it did not relate easily to mainstream environment and health scientific practice.
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There has been tension for several months because the United States has been asking for a total freeze in building Israeli West Bank settlements, partly as a means of confidence-building with the Arab world.
= number of respondents; Std = standard deviation; Mean = arithmetic mean of confidence score; CNS = consensus score (agreement); RANK CNSS) = consensus rank.
Number of respondents per confidence levels: Very Low (VL) to Very High (VH), total number of respondents, arithmetic mean of confidence score, standard deviation (STD), consensus (CNS) and consensus rank are given.
The Kerry speech was a call for a return to the Clinton administration's emphasis on cutting the deficit and public debt as a means of instilling confidence in the American economy, both at home and abroad.
Ministers will look at schemes such as "lock-in agreements" as a means of building confidence in the housing chain, which often collapse leaving those involved disappointed and out of pocket.
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