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Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?
How can we make software analytics simpler and faster?
How to "DODGE" Complex Software Analytics?
Machine learning techniques applied to software engineering tasks can be improved by hyperparameter optimization, i. e., automatic tools that find good settings for a learner's control parameters.
What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering)
When run on different datasets, LDA suffers from "order effects" i. e. different topics are generated if the order of training data is shuffled.
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