Informing the use of Hyper-Parameter Optimization Through Meta-Learning

One of the challenges of data mining is finding hyper-parameters for a learning algorithm that will produce the best model for a given dataset. Hyper-parameter optimization automates this process, but it can still take significant time. It has been found that hyperparameter optimization does not alw...

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Bibliographic Details
Main Author: Sanders, Samantha Corinne
Format: Others
Published: BYU ScholarsArchive 2017
Subjects:
Online Access:https://scholarsarchive.byu.edu/etd/6392
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=7392&context=etd

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