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To address this challenge we present here a novel annotation model to predict the function of a protein of unknown function based on its sequence similarity to a protein of known function.
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"Biophysical Models to Predict the Function of Genetic Parts". in Quantitative Biology From Molecular to Cellular Systems, ed.
We use Generalized Linear Models (GLM) as a method to predict the function of a gene by its evolution pattern.
The regression approach used a linear model to predict the regression function outside the range of the data.
We applied the well-tested ideodynamic model to predict the movement over time between these groups as a function of the positive and negative references identified by General Sentiment about each of the candidates.
Therefore, it indicated that in this simple system, MLR models might predict the function of zinc leaching efficiency well.
Constraints-based models have been effectively used to analyse, interpret, and predict the function of reconstructed genome-scale metabolic models.
By a computational evaluation of the model's ability generalize and predict the function of unseen proteins, we offer a full quantification of the structure-function relationship.
Furthermore, a mathematical model to predict each of these briquette properties as a function of input parameters was developed.
Models to predict expression as a function of codon usage were constructed using Partial Least Squares (PLS) regression [15].
A theoretical modeling of the corrected CD18 protein was developed to predict the protein function.
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