Build Pipelines
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Tuning a Complex Graph
Tune a preprocessing pipeline and multiple tuners at once.
2021-02-03 - Lennart Schneider
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Liver Patient Classification Based on Diagnostic Measures
Tune and benchmark pipelines.
2020-09-11 - Julian Lange, Jae-Eun Nam, Viet Tran, Simon Wiegrebe, Henri Funk (Editor)
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Target Transformations via Pipelines
Transform the target variable.
2020-06-15 - Lennart Schneider
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A Pipeline for the Titanic Data Set - Advanced
Create new features and impute missing values with a pipeline.
2020-04-27 - Florian Pfisterer
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Tuning a Stacked Learner
Tune a multilevel stacking model.
2020-04-27 - Milan Dragicevic, Giuseppe Casalicchio
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Pipelines, Selectors, Branches
Build a preprocessing pipeline with branching.
2020-04-23 - Milan Dragicevic, Giuseppe Casalicchio
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Regression Chains
Handle multi-target regression with regression chains.
2020-04-18 - Lennart Schneider
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A Pipeline for the Titanic Data Set - Basics
Build a graph.
2020-03-12 - Florian Pfisterer
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Tuning Over Multiple Learners
Tune over multiple learners for a single task.
2020-02-01 - Jakob Richter, Bernd Bischl