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Adiponectin, factor VII and IL-16 indicated prediction of PASI75 response (specificity 63%, sensitivity 76%).
It can then be visually checked whether 90% of the observations are within the indicated prediction interval and whether there is no bias in the observations compared with the prediction interval.
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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.
Bold font indicates prediction of localization (chloroplast or mitochondrion).
The c-statistic ranges from 0 to 1.0, with 1.0 indicating perfect prediction and 0.5 indicating prediction due to chance alone.
Hence, a decoder score of 2 would indicate prediction capability twice as good as that obtained with randomized data.
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.
Smooth curves suggested good prediction results, whereas AUC values of ROC curves also indicated better prediction.
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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