What is recorded here?
Encodes algorithm choice as a root conditional hyperparameter and jointly searches learner-specific settings using sequential model-based optimization in WEKA.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The controlling2012technical report differs from the later2013publication in title/counts; its47classifier inventory is not mixed with later39counts. SMAC/TPE/cross-validation are inherited. Finite-budget empirical comparisons do not guarantee a globally best classifier.
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People and systems
Chris Thornton; Frank Hutter; Holger H. Hoos; Kevin Leyton-Brown
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Auto-WEKA combined learner and hyperparameter selection
Encodes algorithm choice as a root conditional hyperparameter and jointly searches learner-specific settings using sequential model-based optimization in WEKA.
Scientific scope
The controlling2012technical report differs from the later2013publication in title/counts; its47classifier inventory is not mixed with later39counts. SMAC/TPE/cross-validation are inherited. Finite-budget empirical comparisons do not guarantee a globally best classifier.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Chris Thornton; Frank Hutter; Holger H. Hoos; Kevin Leyton-Brown
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.