Difference between revisions of "Machine Learning CDT3D"

From crtc.cs.odu.edu
Jump to: navigation, search
(Created page with "= AutoMOMML = '''AutoMOMML: Automatic Multi-Objective Modeling with Machine Learning''' ''AutoMOMML, an end-to-end, machine-learning-based framework to build predictive model...")
(No difference)

Revision as of 04:58, 30 March 2018

AutoMOMML

AutoMOMML: Automatic Multi-Objective Modeling with Machine Learning

AutoMOMML, an end-to-end, machine-learning-based framework to build predictive models for objectives such as performance, power, and energy. [1]

Machine learning classification.png

Early results using AutoMOMML with CDT3D

Output Parameters Correlation

Output Parameters Correlation

Variable importance classification

Variable importance classification for number of tetrahedra

Automomml varimp rf NIterations.png

Variable importance classification for number of iterations


Automomml modsel cv NTets.png

Model selection for number of tetrahedra


Automomml modsel cv NIterations.png


Notes


Model selection for number of iterations

Retrieved from "https://crtc.cs.odu.edu/index.php?title=Machine_Learning_CDT3D&oldid=1031"