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When increasing the value of k one systematically obtains less predictions and a lower PFP.
The parameter k controls the sensitivity and specificity of the method: with increasing k one obtains less predictions with a smaller percentage of false positives (PFP, defined in the Methods) in the functional predictions.
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ANN showed less prediction error in predicting the thermal resistance and air permeability of plated fabrics as suggested by low values of mean absolute percentage error compared to response surface equations.
The predicted values showed less prediction error than the standard mapping algorithms, but still did not accurately predict mean utility samples in this selection of the sample with root mean squared error of 0.18.
So, the predicted result can suppress the interference of image edge better and has less prediction error.
In all cases, our MCF approach outperforms the other ones by resulting in less prediction errors.
Extensive experiments show that our first algorithm has high prediction accuracy while the second algorithm incurs low running time cost at the expense of less prediction accuracy.
A lower score indicates less prediction error.
The Brier score ranges from zero to one, [ 43] with lower values indicating less prediction error.
Generalised linear model was chosen because LOS is largely skewed and tends to produce less prediction errors than traditional linear regression.
The keyword-associated set would have less prediction of disorder compared to the random set if the keyword-associated function were carried out by structured protein.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com