Author

Roman Neruda

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Open access Aug 2026

Learning from Prior Experiments: Meta-learning Models of Workflow Performance

This study shows that accurate performance prediction for classical machine learning workflows can be achieved through meta-learning using readily available OpenML meta-data, and indicates that careful selection of regression models is more critical than increased representational complexity.

Roman Neruda, Juan Carlos Figueroa–García, Carlos Franco · SN Computer Science · 0 citations