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It is then possible to evaluate the prediction value of PRS using e.g. the coefficient of determination from the regression analysis, also expressed as R2 [9].
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A similar set of proteins has been previously used to evaluate the predictive value of functionally important residue predictions [3].
Further follow-up analysis will be undertaken to fully evaluate the predictive value of these markers using a prediction model as was used by Chien et al. [ 42].
To study the effect of parameter α on performance of ION, we evaluate the prediction accuracy by setting different values of α, ranging from 0 to 0.99.
In addition, it is difficult to evaluate the prediction accuracy because we have no evaluation formula for the variance of the predicted value.
To evaluate the prediction models for each individual patient the difference between the predicted value and the actual value was plotted against their mean.
Blood glucose values provided by blood test are collected simultaneously to evaluate the prediction results.
In the first experiment, we compared the predicted value of the trained EPCNN model with the actual value to evaluate the prediction accuracy of the model.
We used those values as the ground truth to train the machine learning algorithm and to evaluate the prediction of the nuclear stain intensity.
What's more, with corporate clients in particular, there's always the potential problem of reflexivity, of the prediction itself influencing events and making it hard to evaluate the prediction's value.
To evaluate the prediction accuracy of the GRNAs, F-measure (F) and Matthews Correlation Coefficient (MCC) [ 18] are calculated using sensitivity (Sn) and positive predictive value (PPV).
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