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Consequently, multiple predictions for each compound should be combined as follows: For numeric predictions, the mean predicted value is preferable.
The mean predicted value for a given subset of prediction spectra (with the same expected concentration) was the data point plotted on the grid, while error bars represented the standard deviations in predicted values.
In each of these five cases, large standard deviations around the mean predicted value meant uncertainty generated by the simulation model limited the predictive power of the PVA.
Using a Monte Carlo approach, the model can provide a mean predicted value and its confidence limits for some plot-level attributes.
From these simulations, the mean predicted value, standard deviation, and 95% confidence interval around the predicted values are computed.
The cutoff for excluding an outlier was the mean predicted value ± 100 times the standard error of the mean.
Similar(43)
Based on RMSE and ICC and mean predicted values, the OLS and TPM domain model (model 3) perform best out-of-sample but are not good at predicting the range of values.
Consistent with previous validation of Adjuvant! in a large population-based cohort [ 26], mean predicted values for RFS at 10 years agreed closely with actual outcomes determined by Kaplan Meier analysis in the overall 313-patient cohort and additionally for the 227-patient subgroup with scores for all eight biomarkers (data not shown).
Table 3 also reports mean observed and mean predicted values to give an indication of over- or under-prediction, whilst presenting means in this way can be misleading, the pros outweigh the cons in this instance.
Mean adjusted values were reported, with differences in mean predicted values assessed with t-tests.
Furthermore, the mean predicted values showed a clear trend in relation to the performance status, suggesting their good discriminating ability.
More suggestions(15)
mean expected value
represent predicted value
mean predicted warming
mean predicted breeding
mean predicted efficiency
mean predicted needling
mean predicted amount
mean predicted bone
mean predicted error
mean predicted population
mean predicted size
mean predicted weight
mean predicted crop
mean predicted mortality
mean predicted risk
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