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In the prognostic setting, predictions can be used for planning lifestyle or therapeutic decisions based on the risk for developing a particular outcome or state of health within a specific period (Steyerberg, 2009; Moons et al, 2009b).
In the prognostic setting, predictions can be used for planning lifestyle or therapeutic decisions based on the risk for developing a particular outcome or state of health within a specific period.
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Forty teams submitted 413 predicted networks and test set predictions in the various challenges.
(3) Defining the "strip" as the model's applicability domain for test set predictions.
The method that returned better results was Random Forest, and so we used that classifier on our test set predictions.
It decreased the RMSE for CV and test set predictions in the range of 1 2 °C compared to the results based on E-state descriptors.
Using cross-validation resampling we plot training test set predictions of the experimental design variables (e.g., brain-state labels) versus reproducibility SNR metrics for the associated SPMs.
Figure 7 displays boxplots of the C-index values for the test data set predictions.
The present data set predictions appeared to hold to about 12 days ahead.
Gene set predictions were generated using GeneMark.hmm (version 2.5f, [ 99]).
A topic for future research would be to investigate how this information growth affects the gene set predictions.
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