Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?
Published in arXiv (Cornell University) • Aug 14, 2020
Authors:,,
Amritanshu Agrawal
Xueqi Yang
Rishabh Agrawal
Abstract
How to make software analytics simpler and faster? One method is to match the complexity of analysis to the intrinsic complexity of the data being explored. For example, hyperparameter optimizers find the control settings for data miners that improve for improving the predictions generated via softw...
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