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Home›Decision-making›Cross-Validation — k-fold hold-out validation of MCDM decision consistency
MCDMRankingcrisp

Cross-Validation — k-fold hold-out validation of MCDM decision consistency

CROSS-VALIDATION (Cross-Validation — k-fold hold-out validation of MCDM decision consistency) is a ranking multi-criteria decision-making (MCDM) method introduced by Stone, M. in 1974. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.

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  1. MCDM
  2. v1
  3. 1 Sources
  4. PUBLISHED
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CROSS-VALIDATION
Jackknife Estimation

When to use it

Cross-Validation — k-fold hold-out validation of MCDM decision consistency

Strengths & limitations

Strengths
  • Follows a transparent, reproducible computational procedure that can be audited step by step.
  • Handles multiple criteria of differing scales and units within a single decision matrix.
Limitations
  • Assumes full compensation — a strong score on one criterion can offset a weak score on another.

Sources

  1. Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society Series B DOI: 10.1111/j.2517-6161.1974.tb00994.x ↗

How to cite this page

ScholarGate. (2026, June 2). Cross-Validation — k-fold hold-out validation of MCDM decision consistency. ScholarGate. https://scholargate.app/en/decision-making/cross-validation

Referenced by

Jackknife Estimation

Similar methods

MONTE-CARLO-SIMULATIONWEIGHTED-VOTINGMAUTAHPTOPSISDELPHICOMPROMISE-PROGRAMMINGUTASTAR

Related reference concepts

Cross-ValidationCross-Validation and ResamplingModel Evaluation and SelectionDecision Support SystemsModel Evaluation, Validation, and SelectionDecision Making

Spotted an issue on this page? Report or suggest a fix →

ScholarGate — CROSS-VALIDATION (Cross-Validation — k-fold hold-out validation of MCDM decision consistency). Retrieved 2026-07-21 from https://scholargate.app/en/decision-making/cross-validation · Dataset: https://doi.org/10.5281/zenodo.20539026
Quick facts
Originator
Stone, M.
Subfamily
Ranking
Year
1974
Type
Robustness wrapper — k-fold cross-validation for MCDM stability
Value Space
crisp
Uncertainty
None
Compensation
full
Rank Reversal
No
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