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And the combination strategy BRC + RS can give a tradeoff between the evaluation measures, Precision and Recall on two categories and make the synthetical evaluation measure Accuracy obtain a larger increase.
Each confusion matrix specifies two measures, precision and recall, for each class (in our case, violated or satisfied constraints).
To evaluate the goodness of this prediction, we consider the error measures precision and recall (see Additional file 1 for a general definition of precision and recall).
Thus, we compute the statistical measures, precision and recall rates in order to evaluate the software's capability for extracting chemically significant substructure patterns.
W_{i} = left( {mathop {1 - sqrt {frac{{sumnolimits_{m = 1}^{M} {left( {widehat{{y_{i,m} }} - overline{{y_{i} }} } right)}^{2} }}{M - 1}} }limits_{text{STD}} } right) times mathop {frac{{left| {Y_{i} cap widehat{{Y_{i} }}} right|}}{M}}limits_{text{agreement}} (1 where the first term (1-STD) measures precision and the second term (agreement) measures bias.
The concordance correlation coefficient (ρc), which measures precision and accuracy, was adopted to evaluate the degree of pair observations at US.
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The colorimetric temperature measurement can eliminate the background interference and the measuring precision and stability are greatly enhanced.
The design criteria are presented for optimizing the experimental configuration for a desired measuring precision and duration as well as ease of data deduction.
Between-plate and within-plate studies were performed on a subgroup of airway specimens to measure precision and quantify sources of variability in the qPCR assays.
Then, the performance measures can be extended to measure precision and recall, amongst others.
The category perspective metric calculates the F-measure, Precision and Recall for each MeSH term.
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