byu-dml / d3m-experimenter

A distributed system for creating, running, and persisting many machine learning experiments.
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Review Default Hyperparameters #59

Closed bjschoenfeld closed 5 years ago

bjschoenfeld commented 5 years ago

Some primitives have default hyperparameters that cause the primitive behavior to be identical to other primitives. For example, the sklearn bagging primitive defaults to using the decision tree classifier, which means it is equivalent to a random forest. We should review the default hyperparameters and change them to avoid these functional equivalencies.