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Interestingly, this finding is not detected by the baseline model.
(D^k_{PRF}(Q)) is the pseudo-relevance feedback set of biomedical articles, which is composed of the top ranked k articles returned by the baseline model.
By contrast, the voxels selected by the baseline model, solely on the basis of stability, strongly favor posterior locations in the primary and secondary visual areas where the voxels are apparently more stable.
The alternative specification should be trained to match the expression patterns predicted by the baseline model.
Figure 3 compares the aortic waveforms simulated by six reduced models (dashed black) with those produced by the baseline model (solid grey) under normotensive conditions.
For datasets where the mean risk was near or above the cutpoint, a higher proportion were classified as high risk by the baseline model.
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These particular parameters for RTS,S and ME-TRAP were obtained by fitting the baseline model to CHMI data on vaccinated individuals.
With the addition of each error-term co-variance, we tested whether model fit improved by examining the baseline model against the new model using the Lagrange multiplier test and fit statistics.
Comparing these three models with the baseline univariate model discussed previously (ARIMA 2,1,2)), we found that including the environmental input series improve the AIC by 18%, the fit RMSE by 9% and the prediction RMSE by 16% from the baseline model.
The outcome modeled (CY-BOCS total score; COIS-R) varied by the hypothesis under consideration and was evaluated by introducing to the "baseline" model a second level-1 individual growth trajectory with a discontinuity in both elevation and slope that marked the onset of Step 2 treatment: namely, sertraline.
Results show that, RCNN can improve the Macro-F1 by 2.75% over the baseline model that is based on two parallel CNNs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com