Is one hyperparameter optimizer enough?
Hyperparameter tuning is the black art of automatically finding a good combination of control
parameters for a data miner. While widely applied in empirical Software Engineering, there …
parameters for a data miner. While widely applied in empirical Software Engineering, there …
[PDF][PDF] Bad Smells in So ware Analytics Papers
ABSTRACT CONTEXT: There has been a rapid growth in the use of data analytics to
underpin evidence-based software engineering. However the combination of complex …
underpin evidence-based software engineering. However the combination of complex …
[PDF][PDF] Is AI different for SE?
What AI tools are needed for SE? Ideally, we should have simple rules that peek at data,
then say “use this tool” or “use that tool”. To find such a rule, we explored 120 different data …
then say “use this tool” or “use that tool”. To find such a rule, we explored 120 different data …