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For the most part, the model is pretty accurate (about 7.9percentt median absolute error nationwide).
Results: The NWHC system was valid when compared against the 3D kinematic system (ICC = 0.99, median absolute error (MAR) = 2.95%).
The same feature set is also feasible for the regression problem, and the linear regression model achieves the best performance on median absolute error of 0.3 rating points.
Our results suggest that the support vector regression model can outperform the life usage model on the evaluation measures of sample standard deviation, median error, median absolute error, and percentage error.
Accuracy tests gave a mean absolute error of 0.26, median absolute error of 0.19, and coefficient of determination of 0.75, with 100% correct classification within 1 step and 91% correct classification within a half step for BCS classes.
Finally, our feature set has reached 76% accuracy in classification tests and 0.3 median absolute error for the regression model, which is the first result made for analysis of hitchhiking datasets.
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The MDRD equations yielded smaller median absolute errors (3.8 mL/min/1.73 m) than the Cockcroft and Gault equation (6.8 mL/min/1.73 m) in the princes study [ 11].
Modelled mean ventricular volumes and maximum ventricular pressures matched measured values with median absolute errors of 4.3% and 4.4%, which are less than experimental measurement noise (~10%).
Only 14 of the 35 nodes were affected, with the mean and median absolute errors for the dates of these 14 nodes being 0.19 and 0.10 million years (= 8.9% and 6.1% relative to the corrected date).
Average absolute error.
The performances of the rival methods are then compared in terms of the mean square error (MSE), root mean square error (RMSE), mean absolute percentage error (MAPE), median absolute percentage error (MDAPE), and absolute fraction of variances (R2) metrics.
More suggestions(14)
median absolute percentage
median absolute Deviation
median absolute difference
median analytical error
median absolute change
median absolute location
median absolute prediction
median absolute disagreement
median absolute reduction
median relative error
median absolute deviation
median positional error
median absolute value
median minimal error
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com