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The proposed method was verified by experimental results of three types of pumps in both pump and turbine modes and yielded more accurate results of h and q comparing to several major predicted methods.
Although the predicted methods were different, the predicted epitopes were relatively close in the P2 domain.
Thus, the jackknife test was also adopted here to evaluate the anticipated accuracy of the current predicted methods.
The set of proteins with peroxisomal annotation (from both manual and predicted methods) was extracted from the reviewed (Swiss-Prot) section of the UniProtKB release 2011_11.
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Based on such an underlying idea, the following predicted method based on chemical-chemical and protein-chemical interactions was developed.
The molecular descriptors together with the stored models are then used for producing the prediction (predict method).
By adopting these predicting methods, considerable cost and time-consuming laboratory tests could be saved.
This proposal drives the development of quick, reliable, and non-animal predicting methods such as quantitative structure-toxicity relationships (QSTRs).
The computational methods represent a broad category of predicting methods for DNA-binding proteins, known to be highly diverse in classifiers and protein representation.
The results of the six existing predicting methods and the SVM-PSSM-DT were achieved on the dataset PDB186 by their model trained on benchmark dataset.
To compare best predicting method of HFP, scattered diagram of best empirical correlation, VdW-model and new correlation are depicted in Fig. 8.
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CEO of Professional Science Editing for Scientists @ prosciediting.com