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Labels indicate prediction level.
The root mean square error RMSE and ME methods were selected as comparison criteria to indicate prediction accuracy.
Error bars indicate prediction percentiles (10%and90%0%) in each bin and are green if (y=x) lies between the two percentiles in that bin and red otherwise.
Hence, a decoder score of 2 would indicate prediction capability twice as good as that obtained with randomized data.
Following the above equation: a low value of recall would indicate a more conservative estimate which is unable to capture many of the existing connections; a low value of precision will indicate prediction of incorrect connections not appearing in the actual network; and a value of 1 will indicate perfect network identification.
Similar(55)
Bold font indicates prediction of localization (chloroplast or mitochondrion).
Adiponectin, factor VII and IL-16 indicated prediction of PASI75 response (specificity 63%, sensitivity 76%).
The c-statistic ranges from 0 to 1.0, with 1.0 indicating perfect prediction and 0.5 indicating prediction due to chance alone.
The average relative error is 4.4%, which indicates predictions of settling velocity are in good agreement with measured settling velocity.
The second is an oracle representation, which indicates predictions as either correct or incorrect, and therefore does not allow for asymmetric costs.
Values for AUC range from 0 to 1 where one indicates a perfect prediction, 0.5 a prediction that would be no different from random and all values less that 0.5 would indicate poor prediction [48].
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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