Feature Identification and Reduction for Improved Generalization Accuracy in Secondary-Structure Prediction Using Temporal Context Inputs in Machine-Learning Models

A protein's properties are influenced by both its amino-acid sequence and its three-dimensional conformation. Ascertaining a protein's sequence is relatively easy using modern techniques, but determining its conformation requires much more expensive and time-consuming techniques. Consequen...

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Bibliographic Details
Main Author: Seeley, Matthew Benjamin
Format: Others
Published: BYU ScholarsArchive 2015
Subjects:
Online Access:https://scholarsarchive.byu.edu/etd/5267
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=6266&context=etd