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To significantly compare the quality of the modeling with different machine learning algorithms, the same folds were used to train all models.
For verification purposes, we first do training and testing using the same folds, the results for each of the five folds indicated above are very good, a 99%-10099%-100%cy rate (not shown).
In each of the different methods, the same folds were used.
Parallel utilization of the same folds is seen mostly when their representatives catalyze similar reactions.
Meanwhile, function prediction using structure alone is also challenging, in part due to the multiple chemical reactions catalyzed by enzymes sharing the same folds.
Protein fold space is limited [ 28, 29] and the same folds are often found in proteins that perform quite different biochemical functions [ 12].
Similar(50)
Geierhaas et al. (48) have also found that the folding nucleus can be significantly deformed to preserve the same folding mechanism despite sequence variation in immunoglobulin-like domains.
Structurally, the peninsula represents a part of the same fold system as Shandong.
Rotogravure rotaries normally include the same folding and cutting systems as letterpress rotaries, along with the electronic devices necessary for controlling the operation.
The classes I and II, III and V all belong to the same folding type.
We also suggest a common opening mechanism for proteins sharing the same fold as TSP-1.
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CEO of Professional Science Editing for Scientists @ prosciediting.com