Will Bridewell
Will Bridewell
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ensemble learning
Reducing Overfitting in Process Model Induction
We note that previous methods for inductive process modeling tend to overfit the training data, which suggests ensemble learning as a likely response. We introduce a new approach that induces a set of process models from different samples of the training data and uses them to guide a final search through the space of model structures.
Will Bridewell
,
Narges Bani Asadi
,
Pat Langley
,
Ljupčo Todorovski
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