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There will be a separate dataset Fall 2000 to Summer 2001.
One can always enter the background as a separate dataset and jointly fit the source and background regions.
Note that it should not be extrapolated beyond the shown range of dates since the decline has leveled off (see Fig. 8a above); there will be a separate dataset for the constant rate period (hopefully by Nov 2001).
In addition to the subregions, manual annotations for neighboring structures (e.g., amygdala, cortex) were obtained from a separate dataset of in vivo, T1-weighted MRI scans of the whole brain (1 mm resolution).
Moreover, the weather data extracted by the web crawlers were stored into the Mysql database as a separate dataset for the following data emerging procedure.
In a very careful study recently published by Müller et al, with a Gaussian process model they got an R2y value of 0.53 on a separate dataset derived from inhouse shake-flask experiments [1].
Similar(9)
Recognising that population characteristics may differ in comparison with that of the originally derived GRACE model, we employed the most recent GRACE dataset in this study and externally validated the risk model in an entirely separate dataset (FAST-MI 2005 with yearly follow-up to 2010).
Because of the small number of samples in the dataset, and the lack of a separate test dataset, we used 10 rounds of 10-fold cross-validation to assess relative performance (Table 2).
Prediction of the probability of graft survival from the model, achieved a good match with the observed survival of the separate dataset, with a correlation of r = 0.998 for LM and r = 0.984 for TBM.
For an unbiased measure of the model performance, it was applied to a separate validation dataset that resulted in 73% sensitivity and 80% specificity.
Error rates for clustered data analyzed with URF should properly be estimated on a separate test dataset.
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CEO of Professional Science Editing for Scientists @ prosciediting.com