Your English writing platform
Discover LudwigExact(17)
The first two criteria screened the vast majority of the remaining predictions, as most of the predicted exons were either overlapped (fully or partially) by an expressed sequence, or not contained within any known intron.
The remaining predictions were uploaded to a local installation of the UCSC genome browser and their multiz15 phastcons conservation profile inspected manually.
We initially eliminated the models in which residues Asnβ30 and Aspβ50 of CDR1 and CDR2, respectively, were positioned away (>4.5 Å) from MHC α and β chains; then, among the remaining predictions, only those that had a distance less than 4.5 Å between Leuβ97 and Proβ98 of CDR3 and any residue of the HA peptide, were kept for further analyses.
The remaining predictions have lower expected accuracies.
The remaining predictions appear to include the true predictions.
We are currently unable to confirm or refute the remaining predictions.
Similar(43)
The remaining prediction errors are likely due to several factors.
The remaining prediction results for 58 phenotypes (24%) did not include the tissue used in the logical definition.
Although our confidence in the remaining prediction (700E) was rather low, the prediction was made with the goal to learn from the experimental validation.
Nevertheless, random forest outcompeted all other classifiers, achieving 98.58% prediction accuracy (AUC = 0.996; MCC = 0.972), and hence was chosen as the classifier to train the remaining prediction models for individual proteins.
Apart from boosted regression trees of depth one, the remaining prediction methods resulted in some overestimation of the risk of death among subjects with a higher predicted probability of death.
Write better and faster with AI suggestions while staying true to your unique style.
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