विधियों की तुलना करें
चुनी हुई विधियों की आमने-सामने समीक्षा करें; भिन्नता वाली पंक्तियाँ रेखांकित हैं।
| क्रॉस-वैलिडेशन× | मोंटे कार्लो सिमुलेशन× | |
|---|---|---|
| क्षेत्र | निर्णयन | निर्णयन |
| परिवार | MCDM | MCDM |
| उद्भव वर्ष≠ | 1974 | 1949 |
| प्रवर्तक≠ | Stone, M. | Metropolis, N., Ulam, S. |
| प्रकार≠ | Robustness wrapper — k-fold cross-validation for MCDM stability | Robustness wrapper — Monte Carlo uncertainty propagation |
| मौलिक स्रोत≠ | Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society Series B DOI ↗ | Metropolis, N., Ulam, S. (1949). The Monte Carlo method. Journal of the American Statistical Association DOI ↗ |
| उपनाम | — | — |
| संबंधित | 0 | 0 |
| सारांश≠ | 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. | MONTE-CARLO-SIMULATION (Monte Carlo Simulation — Stochastic uncertainty propagation through MCDM model) is a ranking multi-criteria decision-making (MCDM) method introduced by Metropolis, N., Ulam, S. in 1949. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result. |
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