Combination of inductive Mondrian conformal predictors

DOI10.1007/S10994-018-5754-9zbMath1482.68207OpenAlexW2888704319WikidataQ129346198 ScholiaQ129346198MaRDI QIDQ669296

Paolo Toccaceli, Alexander Gammerman

Publication date: 15 March 2019

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-018-5754-9

zbMATH Keywords

accuracyvalidityensemble models

Mathematics Subject Classification ID

Nonparametric tolerance and confidence regions (62G15) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Majority vote ensembles of conformal predictors

Uses Software

• SciPy
• NumPy
• Scikit
• Jupyter
• Dask

Cites Work

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• Combining p-values using order-based methods
• A systematic comparison of methods for combining \(p\)-values from independent tests
• Cross-conformal predictors
• Conformal predictions for information fusion. A comparative study of p-value combination methods
• Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories
• Remarks on Zeros and Ties in the Wilcoxon Signed Rank Procedures
• 400: A Method for Combining Non-Independent, One-Sided Tests of Significance
• Asymptotic Optimality of Fisher's Method of Combining Independent Tests II

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