Galaxy | Tool Preview

Stacking Ensembles (version 1.0.8.4)
Advanced Options
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Base Estimators
Base Estimator 0
Optional. Tunable parameters could be obtained through `estimator_attributes` tool.

This tool wrapps Stacking Regression, also called Super Learning, in which different base algorithms train on the original dataset and predict results respectively, a second level of metalearner fits on the previous prediction results to ensemble a strong learner. Refer to http://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/stacked-ensembles.html#introduction.