Ghost hunting in the nonlinear dynamic machine.

Integrating dynamic systems modeling and machine learning generates an exploratory nonlinear solution for analyzing dynamical systems-based data. Applying dynamical systems theory to the machine learning solution further provides a pathway to interpret the results. Using random forest models as an i...

Full description

Bibliographic Details
Main Authors: Jonathan E Butner, Ascher K Munion, Brian R W Baucom, Alexander Wong
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0226572